diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..fe45d27 --- /dev/null +++ b/.gitignore @@ -0,0 +1,3 @@ +**/__pycache__/ +**/*.rdb +**/*.db \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..3fec5cc --- /dev/null +++ b/README.md @@ -0,0 +1,29 @@ +# Green Access +Green Access is an experimental HPC-FaaS platform for "fungible" allocations, or allocations for running jobs across multiple allocations. Green Access implements **Carbon Based Accounting (CBA)** where the cost a running a job depends on the carbon footprint of that job. The Green-Access prototype consists of three python packages. + +## Green Access Service + +To install the green access service, clone the GreenAccess repository and install the +run `pip install .` inside the `service/` folder. + +To start the servive, authenticate with diaspora-event-sdk and create topics for producing events. In a Python terminal, run: +from diaspora_event_sdk import Client +``` +c = Client() +c.register_topic("ga-resources-") +c.register_topic("ga-predictions-") +``` + +Running those commands will require authentication with Globus Auth. Once authenticated, we create Kafka topics for passing resource information from the endpoints to the service. Update these topic names inside the `green-access-service/common.py` configuration file. + +GreenAccess also relies on Redis and MySQL to store data. Those connection parameters can also be updated in `green-access-service/common.py`. + +To start the web app run, `uvicorn router:app`. To start the faust consumer, run `faust -A monitor -l info worker`. + +## Green Access Client + +The Green Access client provides a Python client to interact with the Green Access service. To install the client, run `pip install .` inside of the `client/` folder. + +## Green Access Experiments + +The Green Access Experiments package was used to run experiments on the Green Access platform. It includes several benchmark functions, as well as the ability to simulate users who follow certain policies. To install the package, run `pip install .` inside the `experiments` folder. \ No newline at end of file diff --git a/client/green_access/__init__.py b/client/green_access/__init__.py new file mode 100644 index 0000000..069804d --- /dev/null +++ b/client/green_access/__init__.py @@ -0,0 +1 @@ +from .green_access_client import GreenAccessClient \ No newline at end of file diff --git a/client/green_access/green_access_client.py b/client/green_access/green_access_client.py new file mode 100644 index 0000000..5a66f65 --- /dev/null +++ b/client/green_access/green_access_client.py @@ -0,0 +1,213 @@ +import requests +import json + +from globus_compute_sdk import Client + +class TaskPending(Exception): + """Task is pending and no result is available yet""" + + def __init__(self, reason): + self.reason = reason + + def __repr__(self): + return f"Task is pending due to {self.reason}" + +class GreenAccessClient: + def __init__(self, username, url="http://127.0.0.1:8000", gc_proxy_client = None): + self.username = username + self.url = url + self.function_cache = {} + + if gc_proxy_client is None: + self.gc_client = Client() + else: + self.gc_client = Client() + + def liveness(self): + params = {"username": self.username} + resp = requests.get(f"{self.url}/", params=params) + if resp.status_code != 200: + raise Exception(f"Register user failed: {resp.reason}") + return True + + def register_user(self, new_user, init_credits): + params = {"username": self.username} + body = { + "new_user": {"username": str(new_user)}, + "init_credits": init_credits + } + resp = requests.post(f"{self.url}/admin/register_user", params=params, json=body) + if not resp.ok: + raise Exception(f"Register user failed: {resp.reason}") + return True + + def set_allocation(self, user, credit): + params = {"username": self.username} + body = { + "user": {"username": str(user)}, + "credit": credit + } + resp = requests.post(f"{self.url}/admin/set_allocation", params=params, json=body) + if not resp.ok: + raise Exception(f"Register user failed: {resp.reason}") + return True + + def register_endpoint(self, + endpoint_id, + display_name, + nodes, + cores_per_node, + per_node_tdp, + embodied_carbon_rate, + carbon_intensity, + idle_power, + lat, + long): + params = {"username": self.username} + body = { + "endpoint_id": endpoint_id, + "display_name": display_name, + "nodes": nodes, + "cores_per_node": cores_per_node, + "per_node_tdp": per_node_tdp, + "embodied_carbon_rate": embodied_carbon_rate, + "carbon_intensity": carbon_intensity, + "idle_power": idle_power, + "lat": lat, + "long": long + } + resp = requests.post(f"{self.url}/admin/register_endpoint", params=params, json=body) + if not resp.ok: + raise Exception(f"Register endpoint failed: {resp.reason}") + + return True + + def get_allocation(self): + params = {"username": self.username} + resp = requests.get(f"{self.url}/allocation/", params=params) + if resp.status_code != 200: + raise Exception(f"Retrieving allocation failed: {resp.reason}") + return resp.json() + + def register_function(self, fn, fn_name): + if fn in self.function_cache: + return self.function_cache[fn] + + params = {"username": self.username} + payload = self.gc_client.fx_serializer.serialize(fn) + register_body = { + "function_name": fn_name, + "payload": payload + } + resp = requests.post(f"{self.url}/register_function", params=params, json=register_body) + if resp.status_code != 200: + raise Exception(f"Register function failed: {resp.reason}, {resp.json()}") + + func_id = resp.json()["function_id"] + self.function_cache[fn] = func_id + return func_id + + def execute_function(self, endpoint_id, fn, *args, **kwargs): + if callable(fn): + if fn in self.function_cache: + fn_id = self.function_cache[fn] + else: + fn_id = self.register_function(fn, fn.__name__) + else: + assert isinstance(fn, str) + fn_id = fn + + params = {"username": self.username} + payload = self.gc_client.fx_serializer.serialize((args, kwargs)) + exec_body = { + "function_id": fn_id, + "endpoint_id": endpoint_id, + "payload": payload + } + resp = requests.post(f"{self.url}/execute_function", params=params, json=exec_body) + if resp.status_code != 200: + raise Exception(f"Register function failed: {resp.reason}") + + return resp.json()['task_id'] + + def predict_func(self, fn): + if callable(fn): + if fn not in self.function_cache: + raise Exception("ArgumentError: cannot predict unseen function") + fn_id = self.function_cache[fn] + else: + fn_id = fn + + params = {"function_id": fn_id} + resp = requests.get(f"{self.url}/predict/", params=params) + if resp.status_code != 200: + raise Exception(f"Retrieving allocation failed: {resp.reason}") + return resp.json()["predictions"] + + def get_status(self, task_id): + params = {"username": self.username, "task_id": task_id} + resp = requests.get(f"{self.url}/status", params=params) + if resp.status_code != 200: + raise Exception(f"Retrieving allocation failed: {resp.reason}") + + r_dict = resp.json() + pending = r_dict["status"] not in ("success", "failed") + r_dict["pending"] = pending + return r_dict + + def _get_result_helper(self, r_dict): + pending = r_dict["status"] not in ("success", "failed") + r_dict["pending"] = pending + if not pending: + if "result" in r_dict: + try: + r_obj = self.gc_client.fx_serializer.deserialize(r_dict["result"]) + except Exception: + raise Exception("Result Object Deserialization") + else: + r_dict["result"] = r_obj + + elif "exception" in r_dict: + raise Exception(r_dict["exception"]) + else: + raise NotImplementedError("unreachable") + + return r_dict + + + def get_result(self, task_id): + params = {"username": self.username, "task_id": task_id} + resp = requests.get(f"{self.url}/status", params=params) + if resp.status_code != 200: + raise Exception(f"Retrieving allocation failed: {resp.reason}") + result = resp.json() + response = self._get_result_helper(result) + + if response["pending"]: + raise TaskPending(response.get("reason", "unknown")) + return response["result"] + + def get_batch_results(self, task_id_list): + params = {"username": self.username, "task_ids": task_id_list} + resp = requests.get(f"{self.url}/batch/status", params=params) + if resp.status_code != 200: + raise Exception(f"Retrieving allocation failed: {resp.reason}") + r = resp.json() + + results = {} + for task_id in task_id_list: + try: + data = r["results"][task_id] + rets = self._get_result_helper(data) + results[task_id] = rets + except KeyError: + raise KeyError(f"Task {task_id} info was not available in the batch status") + + return results + + def get_functions(self): + params = {"username": self.username} + resp = requests.get(f"{self.url}/functions", params=params) + if resp.status_code != 200: + raise Exception(f"Retrieving allocation failed: {resp.reason}") + return resp.json() diff --git a/client/green_access/tests/__init__.py b/client/green_access/tests/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/client/green_access/tests/tests.py b/client/green_access/tests/tests.py new file mode 100644 index 0000000..bd7872e --- /dev/null +++ b/client/green_access/tests/tests.py @@ -0,0 +1,175 @@ +import requests +import time + +from green_access import GreenAccessClient +base_url = "http://127.0.0.1:8000" + +def test_liveness(): + client = GreenAccessClient("admin", url=base_url) + assert client.liveness() + +def test_admin(): + client = GreenAccessClient("admin", url=base_url) + assert client.register_user("vhayot", 600) + assert client.register_user("maxime_gonthier", 200) + assert client.set_allocation("vhayot", 200) + + endpoint = { + "endpoint_id": "6754af96-7afa-4c81-b7ef-cf54587f02fa", + "display_name": "Desktop", + "nodes": 1, + "cores_per_node": 16, + "per_node_tdp": 65, + "embodied_carbon_rate": 376, + "carbon_intensity": 502, + "idle_power": 5.0, + "lat": 41.78958, + "long": -87.60093 + } + assert client.register_endpoint(**endpoint) + + assert client.register_user("admin", 600) + allocation = client.get_allocation() # Test that register worked + +def test_allocations(): + client = GreenAccessClient("admin", url=base_url) + assert client.register_user("admin", 600) + allocation = client.get_allocation() + + # These are internal methods, so they are not supported + # by the client + + # Try allocation that should fail + params = {"username": "admin"} + execute_req = { + "endpoint_id": "6754af96-7afa-4c81-b7ef-cf54587f02fa", + "runtime": 60, + "energy": 60 * 30, + "credit": allocation["credits_remaining"] + 10 + } + resp = requests.post(f"{base_url}/allocation/execute", params=params, json=execute_req) + assert resp.status_code == 405 # Insufficient credits + + # Try allocation that should succeed + params = {"username": "admin"} + execute_req = { + "endpoint_id": "6754af96-7afa-4c81-b7ef-cf54587f02fa", + "runtime": 60, + "energy": 60 * 30, + "credit": 1 + } + resp = requests.post(f"{base_url}/allocation/execute", params=params, json=execute_req) + assert resp.ok + + # Check allocation + updated_allocation = client.get_allocation() + assert updated_allocation["credits_remaining"] == allocation["credits_remaining"] - 1 + assert updated_allocation["credits_pending"] == allocation["credits_pending"] + 1 + assert updated_allocation["jobs_running"] == allocation["jobs_running"] + 1 + + # Mark job as finished + params = {"username": "admin"} + deduct_req = { + "credits_predicted": 1, + "credits_consumed": 0.5, + "energy_consumed": 0.5, + "core_hours_consumed": 1 + } + resp = requests.post(f"{base_url}/allocation/deduct", params=params, json=deduct_req) + assert resp.ok + + # Check allocation + updated_allocation_2 = client.get_allocation() + assert updated_allocation_2["credits_remaining"] == updated_allocation["credits_remaining"] + 0.5 + assert updated_allocation_2["credits_pending"] == updated_allocation["credits_pending"] - 1 + assert updated_allocation_2["credits_consumed"] == updated_allocation["credits_consumed"] + 0.5 + assert updated_allocation_2["jobs_running"] == updated_allocation["jobs_running"] - 1 + assert updated_allocation_2["jobs_completed"] == updated_allocation["jobs_completed"] + 1 + +def add(a, b): + import time + time.sleep(10) + return a + b + +def mainify(obj): + """If obj is not defined in __main__ then redefine it in + main so that dill will serialize the definition along with the object""" + if obj.__module__ != "__main__": + import __main__ + import inspect + s = inspect.getsource(obj) + co = compile(s, '', 'exec') + exec(co, __main__.__dict__) + return __main__.__dict__.get(obj.__name__) + return obj + +add = mainify(add) # To work with pytest + +def test_register(): + client = GreenAccessClient("admin", url=base_url) + func_id = client.register_function(add, "add") + assert func_id is not None + +def test_predict(): + client = GreenAccessClient("admin", url=base_url) + func_id = client.register_function(add, "add") + + endpoint = { + "endpoint_id": "6754af96-7afa-4c81-b7ef-cf54587f02fa", + "display_name": "Desktop", + "nodes": 1, + "cores_per_node": 16, + "per_node_tdp": 65, + "embodied_carbon_rate": 376, + "idle_power": 5.0, + "lat": 41.78958, + "long": -87.60093 + } + assert client.register_endpoint(**endpoint) + + predictions = client.predict_func(func_id) + for prediction in predictions: + assert prediction["runtime"] + assert prediction["energy"] + assert prediction["credit"] + +def test_functions(): + client = GreenAccessClient("admin", url=base_url) + functions = client.get_functions() + assert len(functions) > 0, f"Received {functions}" + + for function in functions: + assert "name" in function, f"Invalid function: {function}" + assert "function_id" in function, f"Invalid function: {function}" + +def test_end_to_end(): + client = GreenAccessClient("admin", url=base_url) + assert client.register_user("admin", 600) + + endpoint_id = "6754af96-7afa-4c81-b7ef-cf54587f02fa" + endpoint = { + "endpoint_id": "6754af96-7afa-4c81-b7ef-cf54587f02fa", + "display_name": "Desktop", + "nodes": 1, + "cores_per_node": 16, + "per_node_tdp": 65, + "embodied_carbon_rate": 376, + "idle_power": 5.0, + "lat": 41.78958, + "long": -87.60093 + } + assert client.register_endpoint(**endpoint) + + func_id = client.register_function(add, "add") + task_id = client.execute_function(endpoint_id, add, 1, 2) + task_id_2 = client.execute_function(endpoint_id, add, 1, 2) + pending = client.get_status(task_id)["pending"] + while pending: + time.sleep(1) + pending = client.get_status(task_id)["pending"] + + result = client.get_result(task_id) + assert result == 3 + + results = client.get_batch_results([task_id, task_id_2]) + assert results[task_id]["result"] == 3 diff --git a/client/pyproject.toml b/client/pyproject.toml new file mode 100644 index 0000000..28e7e3c --- /dev/null +++ b/client/pyproject.toml @@ -0,0 +1,30 @@ +[build-system] +requires = ["setuptools", "setuptools-scm"] +build-backend = "setuptools.build_meta" + +[project] +name = "green_access" +authors = [ + {name = "Alok Kamatar", email = "alokvk2@uchicago.edu"}, +] +description = "Package to interface with green access allocation service" +readme = "README.md" +requires-python = ">=3.10" +license = {text = "BSD-3-Clause"} +classifiers = [ + "Programming Language :: Python :: 3", +] +dependencies = [ + "pyinstaller", + "tqdm", + "globus-compute-sdk @ git+https://github.com/AK2000/funcX@power_monitoring_new#subdirectory=compute_sdk" +] +dynamic = ["version"] + +[project.optional-dependencies] +dev = [ + "pytest" +] + +[tool.setuptools] +packages = ["green_access"] diff --git a/experiments/green_access_experiments/__init__.py b/experiments/green_access_experiments/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/experiments/green_access_experiments/config.json b/experiments/green_access_experiments/config.json new file mode 100644 index 0000000..560fcfe --- /dev/null +++ b/experiments/green_access_experiments/config.json @@ -0,0 +1,50 @@ +[ + { + "endpoint_id": "6754af96-7afa-4c81-b7ef-cf54587f02fa", + "display_name": "Desktop", + "nodes": 1, + "cores_per_node": 16, + "per_node_tdp": 65, + "embodied_carbon_rate": 376, + "carbon_intensity": 502, + "idle_power": 5.0, + "lat": 41.78958, + "long": -87.60093 + }, + { + "endpoint_id": "1a302149-7bef-40fe-9dc1-08ae540dc719", + "display_name": "Zen3 Chameleon", + "nodes": 1, + "cores_per_node": 128, + "per_node_tdp": 560, + "embodied_carbon_rate": 550, + "carbon_intensity": 389, + "idle_power": 120, + "lat": 41.78958, + "long": -87.60093 + }, + { + "endpoint_id": "d0ac23c8-a873-43e8-b5c4-0c7199092d0e", + "display_name": "Cascadelake Chameleon", + "nodes": 1, + "cores_per_node": 48, + "per_node_tdp": 410, + "embodied_carbon_rate": 81, + "carbon_intensity": 502, + "idle_power": 136, + "lat": 41.78958, + "long": -87.60093 + }, + { + "endpoint_id": "a02544c2-997d-4169-a8e3-b5d676d9e661", + "display_name": "Icelake Chameleon", + "nodes": 1, + "cores_per_node": 80, + "per_node_tdp": 410, + "embodied_carbon_rate": 512, + "carbon_intensity": 389, + "idle_power": 190, + "lat": 41.78958, + "long": -87.60093 + } +] diff --git a/experiments/green_access_experiments/fetch_jobs.py b/experiments/green_access_experiments/fetch_jobs.py new file mode 100644 index 0000000..03fb8aa --- /dev/null +++ b/experiments/green_access_experiments/fetch_jobs.py @@ -0,0 +1,56 @@ +import sqlalchemy as sa +from sqlalchemy import Column, String, Text, Float, Boolean, BigInteger, Integer, DateTime, PrimaryKeyConstraint, Table +from sqlalchemy import desc, select +import pandas as pd +import datetime +import argparse + +metadata = sa.MetaData() + +jobs = sa.Table( + "jobs", + metadata, + Column("task_id", String(256), primary_key=True), + Column("endpoint_id", String(256), nullable=False), + Column("user_id", String(256), nullable=False), + Column("function_id", String(256), nullable=False), + Column("task_status", String(64), nullable=False), + Column("predicted_runtime", Float, nullable=True), + Column("predicted_energy", Float, nullable=True), + Column("predicted_credits", Float, nullable=True), + + Column("running_duration", Float, nullable=True), + Column("energy_consumed", Float, nullable=True), + Column("credits_consumed", Float, nullable=True), + Column("llc_misses", Float, nullable=True), + Column("instructions_retired", Float, nullable=True), + Column("core_cycles", Float, nullable=True), + Column("ref_cycles", Float, nullable=True), + Column("time_completed", DateTime, default=datetime.datetime.fromtimestamp(0)) +) + +functions = sa.Table( + "functions", + metadata, + Column("function_id", String(256), primary_key=True), + Column("user_id", String(256), nullable=False), + Column("name", Text, nullable=False) +) + +def fetch_jobs(url): + engine = sa.create_engine(url) + query = select(jobs, functions.c.name).join( + functions, functions.c.function_id == jobs.c.function_id, + isouter=True).where(jobs.c.task_status == "finished").order_by(desc(jobs.c.time_completed)) + with engine.connect() as connection: + task_stats = pd.read_sql(query, connection) + + task_stats.to_csv("job_log.csv") + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument('database', help='Connection string to connect to database') + args = parser.parse_args() + db_url= args.database + fetch_jobs(db_url) diff --git a/experiments/green_access_experiments/functions.py b/experiments/green_access_experiments/functions.py new file mode 100644 index 0000000..8de3841 --- /dev/null +++ b/experiments/green_access_experiments/functions.py @@ -0,0 +1,107 @@ +# Linear Algebra Applications +def matrix_multiplication(): + import numpy as np + from numpy.linalg import cholesky + + a = np.random.rand(4096, 4096) + b = np.random.rand(4096, 4096) + c = a @ b + + return + +def cholesy_decomposition(): + import numpy as np + from numpy.linalg import cholesky + + a = np.random.rand(4096, 4096) + a = a.T @ a # Make hermatian + L = cholesky(a) + + return + +# Graph Applications +def graph_bfs(): + import igraph + + size = 500000 + graph = igraph.Graph.Barabasi(size, 10) + result = graph.bfs(0) + + return result + +def graph_mst(): + import igraph + + size = 500000 + graph = igraph.Graph.Barabasi(size, 10) + result = graph.spanning_tree(None, False) + + return result[0] + + +def graph_pagerank(): + import igraph + + size = 500000 + graph = igraph.Graph.Barabasi(size, 10) + result = graph.pagerank() + + return result[0] + +# Scientific Applications +def molecular_dynamics_ie(smiles = ["CCC", "C#CC12OC3CC1C2O3", "CC1=NC(O)=NC=C1F"]): + from chemfunctions import compute_vertical + + results = [] + for mol in smiles: + results.append(compute_vertical(mol)) + + return results + +def dna_visualization(url="https://raw.githubusercontent.com/spcl/serverless-benchmarks-data/6a17a460f289e166abb47ea6298fb939e80e8beb/500.scientific/504.dna-visualisation/bacillus_subtilis.fasta"): + from squiggle import transform + import urllib.request + import tempfile + import os + + (_, file_name) = tempfile.mkstemp() + urllib.request.urlretrieve(url, file_name) + data = open(file_name, "r").read() + result = transform(data) + + (_, output_path) = tempfile.mkstemp() + with open(output_path, "w") as fp: + json.dump(result, fp) + + os.remove(file_name) + os.remove(output_path) + + return output_path + +def mainify(obj): + """If obj is not defined in __main__ then redefine it in + main so that dill will serialize the definition along with the object""" + if obj.__module__ != "__main__": + import __main__ + import inspect + s = inspect.getsource(obj) + co = compile(s, '', 'exec') + exec(co, __main__.__dict__) + return __main__.__dict__.get(obj.__name__) + return obj + +all_functions = [matrix_multiplication, + cholesy_decomposition, + graph_bfs, + graph_mst, + graph_pagerank, + molecular_dynamics_ie, + dna_visualization + ] + +balanced_functions = [ + matrix_multiplication, + cholesy_decomposition, + graph_pagerank, + molecular_dynamics_ie +] \ No newline at end of file diff --git a/experiments/green_access_experiments/main.py b/experiments/green_access_experiments/main.py new file mode 100644 index 0000000..a49b7c6 --- /dev/null +++ b/experiments/green_access_experiments/main.py @@ -0,0 +1,144 @@ +import json +import os +import threading +import uuid + +import click + +from .functions import all_functions, balanced_functions, mainify +from .user import strategies, EndpointStrategy, run_tasks +from green_access import GreenAccessClient + +def setup(endpoints, users, init_credits): + admin_client = GreenAccessClient("admin") + for user_id in range(users): + admin_client.register_user(f"user_{user_id}", init_credits) + # Override creits if user has already been created + admin_client.set_allocation(f"user_{user_id}", init_credits) + + for endpoint in endpoints: + admin_client.register_endpoint(**endpoint) + +def run_one(ntasks, users, strategy, n_endpoints, functions=balanced_functions, parent_dir=None): + tasks = [] + for i in range(ntasks): + func = functions[i % len(functions)] + func = mainify(func) # Dill serialization hack + tasks.append((func, (), {})) + + run_dir = f"users-{users}-strategy-{strategy}-endpoints-{n_endpoints}" + if parent_dir: + run_dir = os.path.join(parent_dir, run_dir) + else: + parent_dir = f"run-{str(uuid.uuid4())}" + os.mkdir(parent_dir) + run_dir = os.path.join(parent_dir, run_dir) + os.mkdir(run_dir) + + user_threads = [] + for i in range(users): + if strategy == "rr": + strategy_class = list(strategies.values())[i % len(strategies)] + elif strategy in strategies: + strategy_class = strategies[strategy] + else: + strategy_class = lambda : EndpointStrategy(strategy) + + user_thread = threading.Thread(target=run_tasks, + args=( + f"user_{i}", + tasks.copy(), + strategy_class(), + os.path.join(run_dir, f"user_{i}_trace.jsonl") + )) + user_threads.append(user_thread) + + for t in user_threads: + t.start() + + for t in user_threads: + t.join() + + print("Finished!") + +@click.group() +def cli(): + pass + +@cli.command() +@click.option( + "--config", + required=True, + type=click.Path(readable=True), + help="Location of endpoint config file.", +) +@click.option( + "--init-credits", "-i", + type=int, + default=1.0, + help="Initial credits to use" +) +@click.option( + "--ntasks", "-n", + type=int, + default=1, + help="Number of repitions to include in bag of tasks", +) +@click.option( + "--users", "-u", + type=int, + default=1, + help="Number of users to run", +) +@click.option( + "--strategy", "-s", + type=str, + default="rr", + help="Strategy to use", +) +def basic(config, init_credits, ntasks, users, strategy): + with open(config) as fp: + endpoints = json.load(fp) + + setup(endpoints, users, init_credits) + run_one(ntasks, users, strategy, len(endpoints)) + +@cli.command() +def predict(): + client = GreenAccessClient("admin") + print("Function\t\t\t\tRuntime\tEnergy\tCredits") + for func in all_functions: + func_id = client.register_function(func, func.__name__) + predictions = client.predict_func(func) + print(f"{func.__name__}") + for pred in predictions: + print(f"\t{pred['endpoint_name']}\t{pred['runtime']}\t{pred['energy']}\t{pred['credit']}") + +@cli.command() +@click.option( + "--config", + required=True, + type=click.Path(readable=True), + help="Location of endpoint config file.", +) +@click.option( + "--ntasks", "-n", + type=int, + default=1, + help="Number of repitions to include in bag of tasks", +) +def profile(config, ntasks): + with open(config) as fp: + endpoints = json.load(fp) + + # Setup user and all endpoints + setup(endpoints, 1, 50) + + # Run each function ntask number of times on each endpoint + for endpoint in endpoints: + strategy = endpoint["endpoint_id"] + for function in all_functions: + run_one(ntasks, 1, strategy, len(endpoints), functions=[function,]) + +if __name__ == "__main__": + cli() diff --git a/experiments/green_access_experiments/user.py b/experiments/green_access_experiments/user.py new file mode 100644 index 0000000..993c801 --- /dev/null +++ b/experiments/green_access_experiments/user.py @@ -0,0 +1,182 @@ +from abc import ABC, abstractmethod +import time +import json +from collections import defaultdict + +from green_access import GreenAccessClient + +class Strategy(ABC): + @abstractmethod + def __call__(self, predictions): + pass + +class MinCredit(Strategy): + def __call__(self, predictions): + min_endpoint_id = None + min_value = -1 + for pred in predictions: + if min_endpoint_id is None or pred["credit"] < min_value: + min_value = pred["credit"] + min_endpoint_id = pred["endpoint_id"] + return min_endpoint_id + +class MinEnergy(Strategy): + def __call__(self, predictions): + min_endpoint_id = None + min_value = -1 + for pred in predictions: + if min_endpoint_id is None or pred["energy"] < min_value: + min_value = pred["energy"] + min_endpoint_id = pred["endpoint_id"] + return min_endpoint_id + +class MinRuntime(Strategy): + def __call__(self, predictions): + min_endpoint_id = None + min_value = -1 + for pred in predictions: + if min_endpoint_id is None or pred["runtime"] < min_value: + min_value = pred["runtime"] + min_endpoint_id = pred["endpoint_id"] + return min_endpoint_id + +class EndpointStrategy(Strategy): + def __init__(self, endpoint_id): + self.endpoint_id = endpoint_id + + def __call__(self, predictions): + return self.endpoint_id + +strategies = { + "MinCredit": MinCredit, + "MinEnergy": MinEnergy, + "MinRuntime": MinRuntime +} + +def run_tasks(user, + tasks, + strategy, + result_log_file, + submit_interval=10, + polling_interval=2, + batch_size = 16, + slots = 32): + + client = GreenAccessClient(user) + remaining_tasks = len(tasks) + tasks = reversed(tasks) + pending_tasks = set() + start_time = time.time() + finished_tasks = 0 + submitted_tasks = 0 + task_dict = defaultdict(int) + allocation_remaining = True + + allocation = client.get_allocation() + allocation["user"] = user + allocation["time"] = time.time() - start_time + allocation["submitted_tasks"] = submitted_tasks + allocation["finished_tasks"] = finished_tasks + allocation["strategy"] = type(strategy).__name__ + with open(result_log_file, "a") as fp: + fp.write(f"{json.dumps(allocation)}\n") + + for _ in range(min(slots, remaining_tasks)): + (func, args, kwargs) = next(tasks) + func_id = client.register_function(func, func.__name__) + predictions = client.predict_func(func) + endpoint = strategy(predictions) + #print(predictions) + try: + task_id = client.execute_function(endpoint, func_id, *args, **kwargs) + except: + allocation_remaining = False + break + + submitted_tasks += 1 + pending_tasks.add(task_id) + task_dict[endpoint] += 1 + remaining_tasks -= 1 + + slots = 0 + last_submit_time = time.time() + while remaining_tasks > 0 and allocation_remaining: + time.sleep(polling_interval) + if time.time() - last_submit_time > submit_interval and slots > min(batch_size, remaining_tasks): + for _ in range(min(batch_size, remaining_tasks)): + (func, args, kwargs) = next(tasks) + func_id = client.register_function(func, func.__name__) + predictions = client.predict_func(func) + endpoint = strategy(predictions) + try: + task_id = client.execute_function(endpoint, func_id, *args, **kwargs) + except Exception as e: + allocation_remaining = False + submitted_tasks += 1 + pending_tasks.add(task_id) + task_dict[endpoint] += 1 + remaining_tasks -= 1 + + slots -= batch_size + last_submit_time = time.time() + + if len(pending_tasks) > 0: + task_results = client.get_batch_results(pending_tasks) + for task_id, result in task_results.items(): + if "result" in result: + pending_tasks.remove(task_id) + slots += 1 + finished_tasks += 1 + + allocation = client.get_allocation() + allocation["user"] = user + allocation["time"] = time.time() - start_time + allocation["submitted_tasks"] = submitted_tasks + allocation["finished_tasks"] = finished_tasks + allocation["strategy"] = type(strategy).__name__ + allocation.update(task_dict) + with open(result_log_file, "a") as fp: + fp.write(f"{json.dumps(allocation)}\n") + + allocation = client.get_allocation() + allocation["user"] = user + allocation["time"] = time.time() - start_time + allocation["submitted_tasks"] = submitted_tasks + allocation["finished_tasks"] = finished_tasks + allocation["strategy"] = type(strategy).__name__ + allocation.update(task_dict) + with open(result_log_file, "a") as fp: + fp.write(f"{json.dumps(allocation)}\n") + + while len(pending_tasks) > 0: + task_results = client.get_batch_results(pending_tasks) + for task_id, result in task_results.items(): + if "result" in result: + pending_tasks.remove(task_id) + slots += 1 + finished_tasks += 1 + + time.sleep(polling_interval) + allocation = client.get_allocation() + allocation["user"] = user + allocation["time"] = time.time() - start_time + allocation["submitted_tasks"] = submitted_tasks + allocation["finished_tasks"] = finished_tasks + allocation["strategy"] = type(strategy).__name__ + allocation.update(task_dict) + with open(result_log_file, "a") as fp: + fp.write(f"{json.dumps(allocation)}\n") + + end_time = time.time() + # Wait till allocation is deducted. Hopefully this is long enough + while allocation["jobs_running"] > 0 and time.time() - end_time < 120: + time.sleep(polling_interval) + allocation = client.get_allocation() + allocation["user"] = user + allocation["time"] = time.time() - start_time + allocation["submitted_tasks"] = submitted_tasks + allocation["finished_tasks"] = finished_tasks + allocation["strategy"] = type(strategy).__name__ + allocation.update(task_dict) + with open(result_log_file, "a") as fp: + fp.write(f"{json.dumps(allocation)}\n") diff --git a/experiments/pyproject.toml b/experiments/pyproject.toml new file mode 100644 index 0000000..97e7a8d --- /dev/null +++ b/experiments/pyproject.toml @@ -0,0 +1,30 @@ +[build-system] +requires = ["setuptools", "setuptools-scm"] +build-backend = "setuptools.build_meta" + +[project] +name = "green_access_experiments" +authors = [ + {name = "Alok Kamatar", email = "alokvk2@uchicago.edu"}, +] +description = "Package to experiment with green access allocation service" +readme = "README.md" +requires-python = ">=3.10" +license = {text = "BSD-3-Clause"} +classifiers = [ + "Programming Language :: Python :: 3", +] +dependencies = [ + "pyinstaller", + "tqdm", + "click", + "SQLAlchemy", + "green_access @ git+ssh://git@github.com/AK2000/green-access#subdirectory=client" +] +dynamic = ["version"] + +[project.scripts] +green-access-expiriments = "green_access_experiments.main:cli" + +[tool.setuptools] +packages = ["green_access_experiments"] diff --git a/notebooks/Cross Platform Prediction.ipynb b/notebooks/Cross Platform Prediction.ipynb new file mode 100644 index 0000000..d4ca4fd --- /dev/null +++ b/notebooks/Cross Platform Prediction.ipynb @@ -0,0 +1,104538 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 26, + "id": "667efda9", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "from fancyimpute import KNN, NuclearNormMinimization, SoftImpute, IterativeSVD\n", + "from fancyimpute.scaler import Scaler\n", + "from sklearn.ensemble import RandomForestRegressor\n", + "from sklearn.impute import IterativeImputer\n", + "from sklearn.linear_model import LinearRegression\n", + "from sklearn.ensemble import HistGradientBoostingRegressor\n", + "import random\n", + "import itertools\n", + "from tqdm import tqdm" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "9f499d12", + "metadata": {}, + "outputs": [], + "source": [ + "task_stats = pd.read_csv(\"data/task_profiles.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "a25c8076", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " func_name endpoint_id \\\n", + "0 __main__.dna_visualization 1a302149-7bef-40fe-9dc1-08ae540dc719 \n", + "1 __main__.graph_bfs 1a302149-7bef-40fe-9dc1-08ae540dc719 \n", + "2 __main__.graph_bfs 1a302149-7bef-40fe-9dc1-08ae540dc719 \n", + "3 __main__.graph_bfs 1a302149-7bef-40fe-9dc1-08ae540dc719 \n", + "4 __main__.graph_bfs 1a302149-7bef-40fe-9dc1-08ae540dc719 \n", + ".. ... ... \n", + "952 chemfunctions._compute_vertical 6754af96-7afa-4c81-b7ef-cf54587f02fa \n", + "953 chemfunctions._compute_vertical 6754af96-7afa-4c81-b7ef-cf54587f02fa \n", + "954 chemfunctions._compute_vertical 6754af96-7afa-4c81-b7ef-cf54587f02fa \n", + "955 chemfunctions._compute_vertical 6754af96-7afa-4c81-b7ef-cf54587f02fa \n", + "956 chemfunctions._compute_vertical 6754af96-7afa-4c81-b7ef-cf54587f02fa \n", + "\n", + " running_duration energy_consumed llc_misses instructions_retired \\\n", + "0 11.210850 59.144569 20.042383 1153.485652 \n", + "1 2.378046 11.780697 103.004049 73.124488 \n", + "2 2.310476 9.688879 81.279936 64.008696 \n", + "3 2.241892 10.601009 88.578372 70.432689 \n", + "4 2.282943 11.363154 98.643937 71.331728 \n", + ".. ... ... ... ... \n", + "952 4.585582 2.614769 4.706094 5.100097 \n", + "953 4.615035 2.622103 4.804193 5.102536 \n", + "954 4.614999 2.695268 5.387956 5.182054 \n", + "955 4.617966 2.631943 4.830346 5.120549 \n", + "956 4.612825 2.624246 4.742789 5.115839 \n", + "\n", + " core_cycles ref_cycles power llc_misses_per_sec \\\n", + "0 333.149046 0.000000e+00 5.275654 1.787767 \n", + "1 60.014116 0.000000e+00 4.953940 43.314574 \n", + "2 54.816844 0.000000e+00 4.193456 35.178870 \n", + "3 55.980194 0.000000e+00 4.728600 39.510544 \n", + "4 57.379943 0.000000e+00 4.977415 43.209111 \n", + ".. ... ... ... ... \n", + "952 8.301280 8.856441e+08 0.570215 1.026281 \n", + "953 8.224996 8.805480e+08 0.568165 1.040987 \n", + "954 8.218894 8.838076e+08 0.584023 1.167488 \n", + "955 8.381860 8.890845e+08 0.569936 1.045990 \n", + "956 8.361266 8.858850e+08 0.568902 1.028174 \n", + "\n", + " instructions_per_sec core_cycles_per_sec \n", + "0 102.890116 29.716663 \n", + "1 30.749821 25.236735 \n", + "2 27.703684 23.725347 \n", + "3 31.416629 24.970067 \n", + "4 31.245514 25.134198 \n", + ".. ... ... \n", + "952 1.112203 1.810300 \n", + "953 1.105633 1.782217 \n", + "954 1.122872 1.780909 \n", + "955 1.108832 1.815054 \n", + "956 1.109047 1.812613 \n", + "\n", + "[957 rows x 12 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "task_stats[\"energy_consumed\"] = task_stats[\"energy_consumed\"] / 1e6\n", + "task_stats[\"power\"] = task_stats[\"energy_consumed\"] / task_stats[\"running_duration\"]\n", + "task_stats[\"llc_misses_per_sec\"] = task_stats[\"llc_misses\"]/task_stats[\"running_duration\"]\n", + "task_stats[\"instructions_per_sec\"] = task_stats[\"instructions_retired\"]/task_stats[\"running_duration\"]\n", + "task_stats[\"llc_misses_per_sec\"] = task_stats[\"llc_misses_per_sec\"] / 1e6\n", + "task_stats[\"llc_misses\"] = task_stats[\"llc_misses\"] / 1e6\n", + "task_stats[\"instructions_per_sec\"] = task_stats[\"instructions_per_sec\"] / 1e8\n", + "task_stats[\"instructions_retired\"] = task_stats[\"instructions_retired\"] / 1e8\n", + "task_stats[\"core_cycles\"] = task_stats[\"core_cycles\"] / 1e8\n", + "task_stats[\"core_cycles_per_sec\"] = task_stats[\"core_cycles\"] / task_stats[\"running_duration\"]\n", + "task_stats" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "46263431", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cross_platform_df = pd.pivot_table(task_stats, values=[\"llc_misses_per_sec\", \"instructions_per_sec\", \"core_cycles_per_sec\"], index=[\"func_name\"],\n", + " columns=[\"endpoint_id\"], aggfunc=\"mean\").dropna()\n", + "cross_platform_array_full = cross_platform_df.to_numpy()\n", + "U, S, Vh = np.linalg.svd(cross_platform_array_full)\n", + "plt.plot(S)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "001ae2c7", + "metadata": {}, + "outputs": [], + "source": [ + "idx = pd.IndexSlice\n", + "\n", + "def smae(preds, correct):\n", + " return np.mean(np.abs(preds - correct)/(np.abs(preds) + np.abs(correct)))\n", + "\n", + "def predict_instance(df, imputer = None, two_phase=True, joint=True):\n", + " if imputer is None:\n", + " imputer = KNN(k=3, normalizer=Scaler())\n", + " \n", + " if two_phase:\n", + " perf_counters = df[[\"instructions_per_sec\", \"llc_misses_per_sec\", \"core_cycles_per_sec\"]]\n", + " perf_counters_pred = imputer.fit_transform(perf_counters.values)\n", + " df = df.fillna(pd.DataFrame(perf_counters_pred, index=perf_counters.index, columns=perf_counters.columns))\n", + " \n", + " if joint:\n", + " runtime_df = df\n", + " runtime_pred = imputer.fit_transform(runtime_df.values)\n", + " df = df.fillna(pd.DataFrame(runtime_pred, index=runtime_df.index, columns=runtime_df.columns))\n", + " else:\n", + " runtime_df = df[[\"instructions_per_sec\", \"llc_misses_per_sec\", \"core_cycles_per_sec\", \"running_duration\"]]\n", + " runtime_pred = imputer.fit_transform(runtime_df.values)\n", + " df.loc[:, [\"instructions_per_sec\", \"llc_misses_per_sec\", \"core_cycles_per_sec\", \"running_duration\"]] = df[[\"instructions_per_sec\", \"llc_misses_per_sec\", \"core_cycles_per_sec\", \"running_duration\"]].fillna(pd.DataFrame(runtime_pred, index=runtime_df.index, columns=runtime_df.columns))\n", + " \n", + " power_df = df[[\"instructions_per_sec\", \"llc_misses_per_sec\", \"core_cycles_per_sec\", \"power\"]]\n", + " power_pred = imputer.fit_transform(power_df.values)\n", + " df.loc[:, [\"instructions_per_sec\", \"llc_misses_per_sec\", \"core_cycles_per_sec\", \"power\"]] = df[[\"instructions_per_sec\", \"llc_misses_per_sec\", \"core_cycles_per_sec\", \"power\"]].fillna(pd.DataFrame(power_pred, index=power_df.index, columns=power_df.columns))\n", + " return df\n", + "\n", + "def create_unmask_columns(machines, n_keep=1):\n", + " combinations = list(itertools.combinations(machines, n_keep))\n", + " random.shuffle(combinations)\n", + " return combinations\n", + "\n", + "def evaluate_energy_predictions(cross_platform_df, imputer=None, two_phase=True, joint=True, k=1, n_combinations=10, n_keep=1):\n", + " endpoints = np.array(task_stats[\"endpoint_id\"].unique())\n", + " preds = []\n", + " runtime_smae = []\n", + " power_smae = []\n", + " energy_smae = []\n", + " unmask_columns = create_unmask_columns(endpoints, n_keep)\n", + " for endpoint_ids in unmask_columns[:n_combinations]:\n", + " masked_endpoints = list(set(endpoints) - set(endpoint_ids))\n", + " for i in range(len(cross_platform_df)):\n", + " incomplete_df = cross_platform_df.copy()\n", + " incomplete_df.iloc[i, :] = np.NaN\n", + " incomplete_df.loc[:, (slice(None), endpoint_ids)] = cross_platform_df.loc[:, (slice(None), endpoint_ids)]\n", + " pred_df = predict_instance(incomplete_df, imputer, two_phase, joint)\n", + " pred_energy_full = pred_df[\"running_duration\"].iloc[i] * pred_df[\"power\"].iloc[i]\n", + " correct_energy_full = cross_platform_df[\"running_duration\"].iloc[i] * cross_platform_df[\"power\"].iloc[i]\n", + " \n", + " pred_runtime = pred_df.loc[:, (\"running_duration\", masked_endpoints)].iloc[i]\n", + " correct_runtime = cross_platform_df.loc[:, (\"running_duration\", masked_endpoints)].iloc[i]\n", + " pred_power = pred_df.loc[:, (\"power\", masked_endpoints)].iloc[i]\n", + " correct_power = cross_platform_df.loc[:, (\"power\", masked_endpoints)].iloc[i]\n", + " pred_energy = pred_energy_full.loc[masked_endpoints]\n", + " correct_energy = correct_energy_full.loc[masked_endpoints]\n", + " \n", + " runtime_smae.append(smae(pred_runtime, correct_runtime))\n", + " power_smae.append(smae(pred_power, correct_power))\n", + " energy_smae.append(smae(pred_energy, correct_energy))\n", + " \n", + " correct_rankings = np.argsort(correct_energy_full)\n", + " pred_rankings = np.argsort(pred_energy_full)\n", + " ranked_correct = np.all(endpoints[correct_rankings][:k] == endpoints[pred_rankings][:k])\n", + " preds.append(ranked_correct)\n", + " \n", + "\n", + " print(f\"Num correct ranking: {sum(preds)}/{len(preds)}\")\n", + " return np.mean(runtime_smae), np.mean(power_smae), np.mean(energy_smae), sum(preds)/len(preds)" + ] + }, + { + "cell_type": "code", + "execution_count": 292, + "id": "525d13e9", + "metadata": {}, + "outputs": [], + "source": [ + "def evaluate_dummy_prediction(cross_platform_df, k=1):\n", + " machines = len(task_stats[\"endpoint_id\"].unique())\n", + " endpoints = np.array(task_stats[\"endpoint_id\"].unique())\n", + " preds = []\n", + " for j in range(machines):\n", + " for i in range(len(cross_platform_df)):\n", + " X_test = cross_platform_df[\"energy_consumed\"].copy().to_numpy()\n", + " X_test = np.delete(X_test, (i), axis=0)\n", + " avg_rankings = np.argsort(X_test).mean(axis=0)\n", + " pred_rankings = np.argsort(avg_rankings)\n", + " correct_rankings = np.argsort(cross_platform_df[\"energy_consumed\"].to_numpy()[i, :])\n", + " \n", + " ranked_correct = np.all(endpoints[correct_rankings][:k] == endpoints[pred_rankings][:k])\n", + " print(\"Correct:\", correct_rankings)\n", + " print(\"Predicted:\", pred_rankings)\n", + " print(\"--------------------------------------------\")\n", + " preds.append(ranked_correct)\n", + " \n", + " print(f\"Num correct ranking: {sum(preds)}/{len(preds)}\")\n", + " return sum(preds)/len(preds)" + ] + }, + { + "cell_type": "code", + "execution_count": 276, + "id": "32bf0cd7", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: [0 3 2 1]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 1 3 2]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 1 3 2]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 1 3 2]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 1 3 2]\n", + "--------------------------------------------\n", + "Num correct ranking: 4/20\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 7/20\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 17/30\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 14/20\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [1 0 2 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [1 2 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [1 3 0 2]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [1 0 2 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [1 2 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [1 3 0 2]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [1 0 2 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [1 2 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [1 3 0 2]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [1 0 2 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [1 2 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [1 3 0 2]\n", + "--------------------------------------------\n", + "Num correct ranking: 4/20\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 7/20\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 14/30\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/20\n", + "Correct: [0 3 1 2]\n", + "Predicted: [3 1 2 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 1 3 2]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [3 1 2 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 1 3 2]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [3 1 2 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 1 3 2]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [3 1 2 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 1 3 2]\n", + "--------------------------------------------\n", + "Num correct ranking: 4/20\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 7/20\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 14/30\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.005\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 13/20\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 4/20\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 7/20\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 14/30\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 13/20\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 8/20\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.003\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 4/20\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 13/30\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 15/20\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 0/20\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 6/20\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/30\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 11/20\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [3 2 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [3 2 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [3 2 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [3 2 0 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 4/20\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 5/20\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 14/30\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/20\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 0/20\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 6/20\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 14/30\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 11/20\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 1 3 2]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [0 2 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 1 3 2]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [0 2 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 1 3 2]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [0 2 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 1 3 2]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [0 2 1 3]\n", + "--------------------------------------------\n", + "Num correct ranking: 8/20\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 7/20\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 14/30\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/20\n", + "Correct: [0 3 1 2]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 12/20\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 7/20\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 17/30\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/5 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 14/20\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 0/24\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 5/24\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 14/36\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 13/24\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Num correct ranking: 8/24\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 6/24\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 13/36\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 11/24\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 12/24\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 6/24\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 15/36\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 13/24\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 12/24\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 7/24\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 13/36\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 11/24\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [1 0 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [1 2 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [1 0 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [1 2 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [1 0 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [1 2 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [1 0 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [1 2 3 0]\n", + "--------------------------------------------\n", + "Num correct ranking: 8/24\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 9/24\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 14/36\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 13/24\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/24\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 6/24\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 15/36\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 14/24\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/24\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.003\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.003\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 5/24\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 15/36\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 16/24\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 4/24\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 7/24\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 17/36\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/24\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [1 2 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [1 0 2 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [1 2 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [1 0 2 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [1 2 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [1 0 2 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [1 2 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 3 1 2]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [1 0 2 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Num correct ranking: 4/24\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/24\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 15/36\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 13/24\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 12/24\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 6/24\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 15/36\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/6 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 16/24\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/28\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 9/28\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 19/42\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 17/28\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 1 0]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 1 0]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 1 0]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 1 0]\n", + "--------------------------------------------\n", + "Num correct ranking: 12/28\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 9/28\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 20/42\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 18/28\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Num correct ranking: 4/28\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 9/28\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 18/42\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 16/28\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Num correct ranking: 12/28\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 7/28\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 18/42\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 17/28\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 4/28\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 10/28\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 20/42\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 17/28\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 1 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 1 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 1 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 1 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/28\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 9/28\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 19/42\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 19/28\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Num correct ranking: 12/28\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.002\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 8/28\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 17/42\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 17/28\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Num correct ranking: 12/28\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 7/28\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 19/42\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 18/28\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 3 2 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 4/28\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 9/28\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 20/42\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 16/28\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Num correct ranking: 12/28\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 9/28\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.002\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 6 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 17/42\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/7 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/7 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/7 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 17/28\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 4/32\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 10/32\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 26/48\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 22/32\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/32\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/32\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.003\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 24/48\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 21/32\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/32\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/32\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 24/48\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 21/32\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/32\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 11/32\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 23/48\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 19/32\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 4/32\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 11/32\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 24/48\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 20/32\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 4/32\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 10/32\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 21/48\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 21/32\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/32\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 10/32\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 21/48\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 3 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 22/32\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 8/32\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 14/32\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 24/48\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 18/32\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 1 2 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 0 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 4/32\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 10/32\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 21/48\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 21/32\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 1 0]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 1 0]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 1 0]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 1 0]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 12/32\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.003\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 13/32\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 24/48\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/8 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 19/32\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 1 3 0]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/36\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/36\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 25/54\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 22/36\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 4/36\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 13/36\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 28/54\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 25/36\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Num correct ranking: 12/36\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 11/36\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 25/54\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 22/36\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 12/36\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 11/36\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 25/54\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 22/36\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 4/36\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 13/36\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 28/54\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 25/36\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Num correct ranking: 12/36\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 9 missing, elapsed time: 0.005\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 11/36\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 25/54\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 22/36\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 4/36\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 13/36\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 28/54\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 25/36\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 1 3]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 12/36\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 11/36\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 25/54\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 22/36\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 12/36\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 14/36\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 26/54\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.003\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.003\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 21/36\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [0 2 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 4/36\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 13/36\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 28/54\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/9 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 25/36\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/40\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.003\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/40\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.002\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 29/60\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 26/40\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/40\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.003\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.004\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/40\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 29/60\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 26/40\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/40\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/40\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 29/60\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 26/40\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/40\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.003\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.008\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/40\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 29/60\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 26/40\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/40\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.005\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/40\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 29/60\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 26/40\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/40\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/40\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 29/60\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 26/40\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/40\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/40\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.003\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 29/60\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 26/40\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/40\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/40\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.003\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 29/60\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 26/40\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/40\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/40\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.003\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 29/60\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 3 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 26/40\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 2 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [3 0 1 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 0 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 1 0 3]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 3 1 2]\n", + "Predicted: [2 3 0 1]\n", + "--------------------------------------------\n", + "Correct: [3 1 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [1 3 0 2]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [0 2 3 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Correct: [2 3 0 1]\n", + "Predicted: [2 0 3 1]\n", + "--------------------------------------------\n", + "Num correct ranking: 16/40\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 9 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 12/40\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 6 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.002\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.003\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 29/60\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 0\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 3 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.matrix_multiplication, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_mst, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.graph_mst, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.001\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.thumbnailer, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: chemfunctions._compute_vertical, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 2\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.cholesky_decomposition, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 1\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.video_processing, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.video_processing, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 1\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.graph_pagerank, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 3\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 0\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 2\n", + "Name: __main__.compression, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 1\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 3\n", + "Name: __main__.compression, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 0\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 2\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 3\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.dna_visualization, dtype: int64\n", + "--------------------------------------------\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Imputing row 1/10 with 0 missing, elapsed time: 0.000\n", + "Correct: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "Predicted: endpoint_id\n", + "1a302149-7bef-40fe-9dc1-08ae540dc719 3\n", + "6754af96-7afa-4c81-b7ef-cf54587f02fa 0\n", + "ac25fdcf-5df3-41d4-a1d3-cea21126d439 2\n", + "ef86d1de-d421-4423-9c6f-09acbfabf5b6 1\n", + "Name: __main__.graph_bfs, dtype: int64\n", + "--------------------------------------------\n", + "Num correct ranking: 26/40\n" + ] + } + ], + "source": [ + "cross_platform_df = pd.pivot_table(task_stats, values=[\"power\", \"running_duration\", \"instructions_per_sec\", \"llc_misses_per_sec\", \"core_cycles_per_sec\", \"energy_consumed\"], index=[\"func_name\"],\n", + " columns=[\"endpoint_id\"], aggfunc=\"mean\").dropna()\n", + "\n", + "total_functions = len(cross_platform_df)\n", + "nfunctions = list(range(5, total_functions+1))\n", + "nobservations = list(range(4))\n", + "accuracy = np.zeros((len(nfunctions), len(nobservations)), dtype=np.float64)\n", + "samples = 10\n", + "\n", + "random.seed(0)\n", + "for i, f in enumerate(nfunctions):\n", + " for _ in range(samples):\n", + " cross_platform_df_sampled = cross_platform_df.iloc[random.sample(list(range(total_functions)), f),:]\n", + " accuracy[i, 0] += evaluate_dummy_prediction(cross_platform_df_sampled)\n", + " for j, keep in enumerate(nobservations[1:], start=1):\n", + " _, _, _, rnk_acc = evaluate_energy_predictions(cross_platform_df_sampled, k=1, n_keep=keep)\n", + " accuracy[i, j] += rnk_acc\n", + "accuracy /= samples" + ] + }, + { + "cell_type": "code", + "execution_count": 277, + "id": "1a9de1dd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pred_accuracy = pd.DataFrame(accuracy.T, index=nobservations, columns=nfunctions)\n", + "\n", + "fig, ax = plt.subplots()\n", + "sns.lineplot(pred_accuracy, ax=ax)\n", + "\n", + "ax.set_xticks(nobservations)\n", + "ax.set_xlabel(\"Number of Endpoints Observed\")\n", + "ax.set_ylabel(\"Precision @ 1\")\n", + "ax.get_legend().set_title(\"# Functions Observed\")" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "e7a24b42", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r\n", + " 0%| | 0/7 [00:00\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
strategytwo_phasejointruntime errorpower errorenergy errorp at 1
0KNNTrueTrue0.5104380.4593040.5682580.300
1KNNTrueFalse0.5190480.4849890.5820080.275
2KNNFalseTrue0.4686300.4203410.4992610.350
3KNNFalseFalse0.4829640.4429780.5231450.325
4NNMTrueTrue0.4900760.5795750.6609150.250
5NNMTrueFalse0.5175390.6306320.6859890.200
6NNMFalseTrue0.4329690.5427350.5941980.225
7NNMFalseFalse0.4765070.5804970.6172750.250
8SITrueTrue0.4722670.5801390.6631910.250
9SITrueFalse0.5105260.5962300.6634500.250
10SIFalseTrue0.4469890.5638910.6274570.275
11SIFalseFalse0.4667340.5557450.6071660.275
12SVDTrueTrue0.6366360.6341820.7109310.200
13SVDTrueFalse0.6176460.6554270.7558800.300
14SVDFalseTrue0.5722500.5512630.6695360.275
15SVDFalseFalse0.5903760.4843070.6253550.225
16LRTrueTrue0.6293700.6238970.7480570.125
17LRTrueFalse0.6696380.6842480.8070850.200
18LRFalseTrue0.5911910.5065570.6595140.150
19LRFalseFalse0.6515820.6564800.7900220.250
20RFTrueTrue0.4695030.4267010.5335750.275
21RFTrueFalse0.4727380.4489320.5620900.350
22RFFalseTrue0.4578810.4344370.5215840.175
23RFFalseFalse0.4580560.4332000.5421500.275
24GBRTrueTrue0.5045810.4310700.5685590.300
25GBRTrueFalse0.5045810.4310700.5685590.300
26GBRFalseTrue0.5045810.4310700.5685590.300
27GBRFalseFalse0.5045810.4310700.5685590.300
\n", + "" + ], + "text/plain": [ + " strategy two_phase joint runtime error power error energy error \\\n", + "0 KNN True True 0.510438 0.459304 0.568258 \n", + "1 KNN True False 0.519048 0.484989 0.582008 \n", + "2 KNN False True 0.468630 0.420341 0.499261 \n", + "3 KNN False False 0.482964 0.442978 0.523145 \n", + "4 NNM True True 0.490076 0.579575 0.660915 \n", + "5 NNM True False 0.517539 0.630632 0.685989 \n", + "6 NNM False True 0.432969 0.542735 0.594198 \n", + "7 NNM False False 0.476507 0.580497 0.617275 \n", + "8 SI True True 0.472267 0.580139 0.663191 \n", + "9 SI True False 0.510526 0.596230 0.663450 \n", + "10 SI False True 0.446989 0.563891 0.627457 \n", + "11 SI False False 0.466734 0.555745 0.607166 \n", + "12 SVD True True 0.636636 0.634182 0.710931 \n", + "13 SVD True False 0.617646 0.655427 0.755880 \n", + "14 SVD False True 0.572250 0.551263 0.669536 \n", + "15 SVD False False 0.590376 0.484307 0.625355 \n", + "16 LR True True 0.629370 0.623897 0.748057 \n", + "17 LR True False 0.669638 0.684248 0.807085 \n", + "18 LR False True 0.591191 0.506557 0.659514 \n", + "19 LR False False 0.651582 0.656480 0.790022 \n", + "20 RF True True 0.469503 0.426701 0.533575 \n", + "21 RF True False 0.472738 0.448932 0.562090 \n", + "22 RF False True 0.457881 0.434437 0.521584 \n", + "23 RF False False 0.458056 0.433200 0.542150 \n", + "24 GBR True True 0.504581 0.431070 0.568559 \n", + "25 GBR True False 0.504581 0.431070 0.568559 \n", + "26 GBR False True 0.504581 0.431070 0.568559 \n", + "27 GBR False False 0.504581 0.431070 0.568559 \n", + "\n", + " p at 1 \n", + "0 0.300 \n", + "1 0.275 \n", + "2 0.350 \n", + "3 0.325 \n", + "4 0.250 \n", + "5 0.200 \n", + "6 0.225 \n", + "7 0.250 \n", + "8 0.250 \n", + "9 0.250 \n", + "10 0.275 \n", + "11 0.275 \n", + "12 0.200 \n", + "13 0.300 \n", + "14 0.275 \n", + "15 0.225 \n", + "16 0.125 \n", + "17 0.200 \n", + "18 0.150 \n", + "19 0.250 \n", + "20 0.275 \n", + "21 0.350 \n", + "22 0.175 \n", + "23 0.275 \n", + "24 0.300 \n", + "25 0.300 \n", + "26 0.300 \n", + "27 0.300 " + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results = pd.DataFrame.from_records(results, columns=[\"strategy\", \"two_phase\", \"joint\", \"runtime error\", \"power error\", \"energy error\", \"p at 1\"])\n", + "results" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "0a7046ca", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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two_phaseFalseTrue
runtime errorenergy errorp at 1runtime errorenergy errorp at 1
method
NNM False0.4765070.6172750.2500.5175390.6859890.200
LR False0.6515820.7900220.2500.6696380.8070850.200
SI False0.4667340.6071660.2750.5105260.6634500.250
SVD True0.5722500.6695360.2750.6366360.7109310.200
RF False0.4580560.5421500.2750.4727380.5620900.350
GBR True0.5045810.5685590.3000.5045810.5685590.300
GBR False0.5045810.5685590.3000.5045810.5685590.300
KNN False0.4829640.5231450.3250.5190480.5820080.275
KNN True0.4686300.4992610.3500.5104380.5682580.300
\n", + "
" + ], + "text/plain": [ + "two_phase False True \n", + " runtime error energy error p at 1 runtime error energy error p at 1\n", + "method \n", + "NNM False 0.476507 0.617275 0.250 0.517539 0.685989 0.200\n", + "LR False 0.651582 0.790022 0.250 0.669638 0.807085 0.200\n", + "SI False 0.466734 0.607166 0.275 0.510526 0.663450 0.250\n", + "SVD True 0.572250 0.669536 0.275 0.636636 0.710931 0.200\n", + "RF False 0.458056 0.542150 0.275 0.472738 0.562090 0.350\n", + "GBR True 0.504581 0.568559 0.300 0.504581 0.568559 0.300\n", + "GBR False 0.504581 0.568559 0.300 0.504581 0.568559 0.300\n", + "KNN False 0.482964 0.523145 0.325 0.519048 0.582008 0.275\n", + "KNN True 0.468630 0.499261 0.350 0.510438 0.568258 0.300" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results[\"method\"] = results[\"strategy\"] + \" \" + results[\"joint\"].astype(str)\n", + "table = pd.pivot_table(results, values=[\"runtime error\", \"energy error\", \"p at 1\"], index=[\"method\"],\n", + " columns=[\"two_phase\"], aggfunc=\"mean\", sort=False)\n", + "table.columns = table.columns.swaplevel(0,1)\n", + "table = table.sort_index(axis=1, level=0, sort_remaining=False)\n", + "table.sort_values(by=[(False, \"p at 1\")])\n", + "table = table.loc[[\"NNM False\", \"LR False\", \"SI False\", \"SVD True\", \"RF False\", \"GBR True\", \"GBR False\", \"KNN False\", \"KNN True\"]]\n", + "table" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "4d76d118", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\\begin{tabular}{lrrrrrr}\n", + "\\toprule\n", + "two\\_phase & \\multicolumn{3}{l}{False} & \\multicolumn{3}{l}{True} \\\\\n", + "{} & runtime error & energy error & p at 1 & runtime error & energy error & p at 1 \\\\\n", + "method & & & & & & \\\\\n", + "\\midrule\n", + "NNM False & 0.48 & 0.62 & 0.25 & 0.52 & 0.69 & 0.20 \\\\\n", + "LR False & 0.65 & 0.79 & 0.25 & 0.67 & 0.81 & 0.20 \\\\\n", + "SI False & 0.47 & 0.61 & 0.28 & 0.51 & 0.66 & 0.25 \\\\\n", + "SVD True & 0.57 & 0.67 & 0.28 & 0.64 & 0.71 & 0.20 \\\\\n", + "RF False & 0.46 & 0.54 & 0.28 & 0.47 & 0.56 & 0.35 \\\\\n", + "GBR True & 0.50 & 0.57 & 0.30 & 0.50 & 0.57 & 0.30 \\\\\n", + "GBR False & 0.50 & 0.57 & 0.30 & 0.50 & 0.57 & 0.30 \\\\\n", + "KNN False & 0.48 & 0.52 & 0.33 & 0.52 & 0.58 & 0.28 \\\\\n", + "KNN True & 0.47 & 0.50 & 0.35 & 0.51 & 0.57 & 0.30 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_1579/3491155266.py:1: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n", + " print(table.to_latex(float_format=\"%.2f\"))\n" + ] + } + ], + "source": [ + "print(table.to_latex(float_format=\"%.2f\"))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "800637b0", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "funcx-dev", + "language": "python", + "name": "funcx-dev" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/Plot Results.ipynb b/notebooks/Plot Results.ipynb new file mode 100644 index 0000000..e4341b2 --- /dev/null +++ b/notebooks/Plot Results.ipynb @@ -0,0 +1,1028 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "330ac999", + "metadata": {}, + "outputs": [], + "source": [ + "import sys\n", + "import pandas as pd\n", + "import json\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import seaborn as sns" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "8445cce0", + "metadata": {}, + "outputs": [], + "source": [ + "sns.set_theme(style='whitegrid', context='paper', font_scale=1.75, rc={'axes.facecolor': 'white', 'figure.figsize':(7,4)})" + ] + }, + { + "cell_type": "markdown", + "id": "05ec5931", + "metadata": {}, + "source": [ + "### Figure 1. Gordon Bell Energy Use" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "035221e3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "records = [\n", + " [\"Climate\", 18, 4.985],\n", + " [\"ML+MD\", 20, 50.480],\n", + " [\"Quantum\", 21, 5.111],\n", + " [\"PIC Physics\", 22, 238.325],\n", + " [\"Q. Chem.\", 23, 78.432],\n", + "]\n", + "df = pd.DataFrame.from_records(records, columns=[\"Field\", \"Year\", \"Energy\"])\n", + "df[\"Name\"] = df[\"Field\"] + \" ('\" + df[\"Year\"].astype(str) + \")\"\n", + "fig, ax = plt.subplots()\n", + "fig.set_size_inches(8,3)\n", + "\n", + "colors = [\"#00a1de\", \"#009b3a\", \"#c60c30\", \"#f9461c\", \"#532A92\"]\n", + "sns.barplot(data=df[[\"Name\", \"Energy\"]], x=\"Name\", y=\"Energy\", ax=ax, palette=colors)\n", + "ax.set_ylabel(\"Energy (MWh)\")\n", + "ax.set_xlabel(None)\n", + "ax.set_xticks(ax.get_xticks(), ax.get_xticklabels(), rotation=45, ha='right')\n", + "ax.xaxis.grid(True)\n", + "ax.axhline(y=10.500, color='black', linestyle=\"--\", linewidth=2.5)\n", + "plt.savefig('figures/gordon_bell_energy.pdf', bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "9adaf81e", + "metadata": {}, + "source": [ + "## Section 6. Prototype Evaluation" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "b6d5efd3", + "metadata": {}, + "outputs": [], + "source": [ + "def read_jsonl(filepath):\n", + " with open(filepath) as fp:\n", + " records = fp.readlines()\n", + " df = pd.DataFrame.from_records([json.loads(r) for r in records])\n", + " return df" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "e89837b4", + "metadata": {}, + "outputs": [], + "source": [ + "endpoint_id_map = {\n", + " \"d0ac23c8-a873-43e8-b5c4-0c7199092d0e\": \"Cascade Lake\",\n", + " \"6754af96-7afa-4c81-b7ef-cf54587f02fa\": \"Desktop\",\n", + " \"a02544c2-997d-4169-a8e3-b5d676d9e661\" : \"Ice Lake\",\n", + " \"1a302149-7bef-40fe-9dc1-08ae540dc719\": \"Zen3\"\n", + "}\n", + "\n", + "strategy_map = {\n", + " \"MinCredit\": \"Greedy\",\n", + " \"MinEnergy\": \"Energy\",\n", + " \"MinRuntime\": \"Runtime\"\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "e043a2e0", + "metadata": {}, + "outputs": [], + "source": [ + "runs = [\"2d981fd3-7537-4988-ae5f-8c5cc041f151\", \"90fd518b-ea2b-43cf-a659-5049110ebe6a\", \"e5767848-ed79-4272-8e51-95b50aa3169e\"]\n", + "\n", + "# Average the last row of all three runs to create figures\n", + "rows = []\n", + "for run in runs:\n", + " for user in range(3):\n", + " df = read_jsonl(f\"results/run-{run}/users-3-strategy-rr-endpoints-4/user_{user}_trace.jsonl\")\n", + " rows.append(df.iloc[-1])\n", + "df = pd.DataFrame.from_records(rows)\n", + "df = df.rename(columns=endpoint_id_map)\n", + "df[\"strategy\"] = df[\"strategy\"].replace(strategy_map)\n", + "\n", + "df[\"energy_consumed\"] *= (1000 * 3600)\n", + "df[\"core_hours_consumed\"] *= 3600" + ] + }, + { + "cell_type": "markdown", + "id": "0637137e", + "metadata": {}, + "source": [ + "### Figure 11. Prototype Workload Results" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "56d406b6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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09HR89dVXxbZ99tlnmD59OkaNGlVse0pKCgDA1dW11OO5uroiIyMDycnJsmVQpVJBpVLJqmXKp/Bry19jy8La2rrM/SKJBxWBopQjLCoCMzsF8/e9hcCf0+ZBytfXaBksxMvLq8Llryj37t3DF198AQD46KOPSty2ffvtt/HGG2/Ax8cHNWrUwN27d/Hzzz9j69atWLJkCRwcHIo9x1h4W7tatWqlHtPR0bFYWzkkJCTIrmUMJyYmprKHwBiIlZWV3tkAChFNPKgIFKUc66IjMbNTMK5cuYKCggLJfTGVA39Oi4PJZFCtViM9PR05OTl6b7OakqdPn2Ly5MnIyMhA37599d6GXrZsWbF/e3t749NPP8XLL7+MBQsW4Msvv0RQUJBWIgvXTi5rAm1TrK+sVCq1UsmYHpVKhZiYGLRq1arcq02M+IgoHlQEilIOZzvNZ+rfXzRkxIQ/p81Ddna2wRegjJbBc+fOYf369bhw4QJycnKgUCgQFxen3b9u3TrcunULs2fPRq1atYw9HHJycjBp0iTEx8fjtddeKyF95TF06FCsWrUKT548waVLl9CuXTsAgJOTEwDNF6+sYxdtKwdra2s++c0Af50tH1HFQyqcQ0dF5+DvecuCP6crFilfW9lTywCaaVZGjRqFkydP4vnz51Cr1SWunjk7O2P37t04fvy4MYcCoHnjd8qUKTh//jz8/Pzw3XffSX6r18rKCh4eHgBQ7A3kwlVM7t+/X2pt4b6KvvLJMFUdSxAPQ+AcOkTIwTCMfmTL4NmzZ7FixQrY29tjzpw5OHbsmN7nfnr37g21Wm20DKpUKsycORP/+9//0Lx5c6xbt072FbrMzEwAxZ8P9PLygr29PdLT05GamlqiJjU1Fenp6XBwcDDrs5EMU9WgIh6cQ4cIORiGKR3ZMrhp0yYoFAosXrwYo0aNgpubm97n7VxcXODq6orExETZg1Sr1fjkk09w6NAhNG3aFBs3bkSNGjVk9ZWQkKAdi6+vr3a7vb09OnbsCAA4ePBgiboDBw4AADp37sxzDDJMBUFFPDiHDhFyMAxTNrJl8PLly6hVqxbeeOONctvWq1evxAolUvj888+xa9cuNGrUCD/88EOp6woXsmvXLsTGxpbYHhsbi6lTpwIAAgMD0aBBg2L7C9dAXrNmDW7evKndfvPmTYSHhwMAQkJCZOdgGKZ0qIgH59AhQg6GYcpH9gskf/31l8Fz7alUKuTl5ck6zpEjRxAREQFA86ze3+cNLKRXr17o1asXAODXX3/FnDlz4OnpiWbNmsHW1hZ37tzBtWvXUFBQgJYtW2LRokUl+ggICMCECROwdu1aDBw4UHul8NSpU8jNzcXkyZPLnAKDYRj5bBqwCEoXD4sWDyoCRSUHwzCGIVsGa9WqpffZur+jUqlw584dvat+GMJff/2l/fvZs2dLbefu7q6VwQEDBqBatWqIi4vDuXPnkJWVBWdnZ/j7+6Nv374YPHhwqbd6p0+fDh8fH0RERGiP16JFC4wcOVLvMnUMw5gGFkHOURQWQYYxH7Jl0NfXFydOnMCZM2fw2muvldpu7969yMrKQo8ePWQdJygoCEFBQZJqevfujd69e8s6HqBZh7hfv36y6xmGkc6InXMtVjyoCBSVHAzDSEP2M4NDhw6FWq3G/Pnz8eeff+ptExUVhcWLF0OhUGDo0KGyB8kwDH0u35e+Oo8I4kFFoKjkYBhGOrKvDHbv3h39+/fH3r17MXDgQPj5+eHu3bsAgKVLl+LixYuIiYmBWq3GsGHD4O/vb7JBMwzDiCAeVASKSg6GYeRh1AokS5cuRf369bF582acO3dOu33z5s1Qq9WwsbHByJEjMWPGDKMHyjAMU4gI4kFFoKjkYBhGPkbJoLW1NWbNmoXg4GAcOXIE8fHxyMzMhKOjI7y9vfH6669rV/ZgGIYxBSKIBxWBopSDYRj5GL02MQA0aNAA77//vim6YhiGKRVRxIOKQFHJsWlAyanCGIYxHKPWJmYYhjEXoogHFYGilEPp4iG5lmEYHbJlMCcnB0lJSXjy5EmJfVFRUQgNDcWQIUOwePFivW0YhmEMRSTxoCJQlHKM2DlXcj3DMDpky+DmzZvRu3fvEuv4HjlyBOPGjcPRo0dx5coV/N///R/ef/99PH8u/cOCYRhGNPGgIlCUcsiZlohhGB2yZfDMmTOwsrIqsSrHV199hYKCArz++uv4+OOP4eXlhdu3b2PLFn47jGEYaYgoHlQEqirnYBimOLJl8M6dO6hTpw5q166t3fbnn3/i5s2baNasGVatWoWRI0ciPDwcgOaKIcMwjKFQEQ/OoUOEHAzDlES2DKanp6NBgwbFtl24cAEAEBgYqN3WuHFjNG7cGLdu3ZJ7KIZhqhhUxINz6BAhByMOVlb8/qpIyP7fKCgoQG5ubrFtly9fhkKhQEBAQLHttWrV4mcGGYYxCCriwTl0iJDD3OTnv6jsIQiLtbU1/Pz8YG1tXdlDERZznz+y5xl0dXVFUlISsrKy4OTkhIKCApw8eRI2NjZo06ZNsbZ//fUXatWqZeRQGYahDhXx4Bw6RMhRGdja2mBS/9V4nqW5aGLvaIeZS4Pg7umC5f/cgVvX70vu08vHFbOWDUby7TSEzdmJ3Ow8yX30H/4aBo3pjMiNv2Pvj2ck13MOHRWVo5qTPdbsnSK5L2OQLYPt27fHf/7zH/z73//G6NGjsXfvXqSlpaFTp06wt7fXtiucgkapVJpkwAzD0KS1qxJbghZbvHhQESgqOSqT51m5eJ6dBwdHO0z/fCDcPV2weOpW3IxLldxX0xYvYdaywUhKfITPP9yOHBniETS6EwaN6Yzta09g5w9Rkus5hw4RcpgS2TI4fvx4HDhwAHv27MGePXsAaJ4BmDBhQrF2J0+exIsXL/Dqq68aN1KGYUjDIqiBc2iwdBEsxMHRDv9aORSNmtQzSjzmrnrXaPEYOqGbUQLFOTSIkMPUyH5msGHDhtiyZQt69OgBT09PdOzYEevXr0e7du2Ktdu3bx+qV6+OTp06GT1YhmHokpB2x6LFg4pAUckhAvZExIOKQFHJUREYtTaxj48Pvv322zLbfP3118YcgmGYKsKo3fMsVjyoCBSVHKJQ+EyaJYsHFYGikqOi4He7GYYRAksVDyoCRSWHSLAIco6iiCqCAMsgwzAWigjiQUWgqOQQjeX/3GGx4kFFoKjkqGgMvk0cHBxsWIc2NqhevTqaNGmCbt26lZhmhmEYxlhEEA8qAkUlh4jIma5EBPGgIlBUcpgDg2Xw3LlzUCgUUKvV5bZVKBQAgPDwcHTq1AnLli1DnTp15I+SYRjm/yOCeFARKCo5WrvSmLpMBPGgIlBUcpgLg2VwwIABWskrixcvXiAzMxPx8fF48OABoqKiMHHiRPz000+wsTHqfRWGYao4IogHFYGilGNL0GLJdaIhgnhQESgqOcyJwXa2dOlSyZ2fPHkSH3/8MWJiYvDLL78gKChIch8MIxVe85ImoogHFYGilCMh7Q783VtKrhcFEcSDikBRyWFuKvSnZpcuXbB8+XKo1Wrs37+/Ig9VpchTFVT2EISF17w0DEs7h0QSDyoCRSnHqN3zJNeLggjiQUWgqOSwd7STXGMsFX7ftkOHDnBxccH16zQeCBYBO2srBGw6i2d5KgCAo6011vX1QbPaTgjZH4uYR1mS+2xVzwkb+rXEjfQsjD9wHdn5Ksl9TPRzx7QAD3x9/g7C/0iWXM85dFRkDmc7a5wf1V5yf5WFaOJBRaAo5QDKf4RJREQQDyoCRSnHzKXmv4tqlof43NzcEBcXZ45DVRme5anwLF8FJ1trhPfRiMf7v8Tg0sNnkvtqU98ZG/q1RPyTLIzYG4ssGeIxtW0jTAvwwPIzt7EqOklyPefQIUIOURBRPKgIFKUcznaOkvupbEQRDyoCRSmHu6eL5FpjMcvDVTk5ObC3tzfHoaoUTrbW2NK/JbzrGCce//dWK6PFY9ZrnkYJFOfQIEIOURBVPKTCOTSIkkMERBIPKgJFKcfyf+6QXG8sFS6DT58+RWJiIl566aWKPlSVwpGIeFARKCo5RIGKeHAODaLkEAHRxIOKQFHKIWd+SmOpcBlcsWIFVCoV2re3nGeULIF1fX0sXjyoCBSVHKJARTw4hwZRcoiAiOJBRaCqcg5TYPAzgykpKQa1U6lU+Ouvv3D9+nXs2rUL0dHRsLa2xvvvvy97kExJjH0mrbLFg4pAUckhClTEg3NoECWHCFARD86hQ4QcpsJgGezZs6fkztVqNaysrDBv3jw0adJEcj1TOiH7Yy1WPKgIFJUcohDabhhmdgq2ePGgIlBUcogAFfHgHDpEyGFKDJZBQ5ahK9axjQ3atWuHyZMnw9/fX/LAmLKRM12JCOJBRaCo5BAJFkHOURQWQR0iiAfn0CFCDlNjsAxGREQY1M7Kygo1atRA48aN4eDgIHtgjGkRQTyoCBSVHKIRFhVh0eJBRaCo5BABLx9XzFo22OLFg4pAUclRERgsg+3atavIcZRKfn4+zp49i99++w0XL15EcnIysrOz4erqis6dOyMkJATu7u56a5OSkrBq1SqcPn0amZmZcHV1RZ8+fTBp0iQ4OpY+L9WBAwcQERGB+Ph4AICPjw9GjhyJwMDACslY0YggHlQEikoOEfnm3DbJNaKIBxWBopJDFFgENXAODaKKIGCmeQaN4fz58xg7diy2bNmCjIwM+Pv7o2vXrsjJycFPP/2Et956C3/88UeJuri4OLz99tv45ZdfUL9+ffTs2RMqlQrr1q3DsGHD8OyZ/h/iK1euxIcffoirV6+iXbt2aNeuHWJiYjB16lR88803FR3X5IggHlQEikoOR1saS/WJIh5UBIpKDpFIvp1m0eJBRaCo5KhIzLICiTEoFAr069cPo0ePxiuvvKLdnpubiwULFmDnzp2YMWMGDh06BFtbWwCaN5pnzJiBrKwszJgxA+PHjwcA5OXlYerUqTh+/DiWL1+OhQsXFjtWdHQ01qxZgxo1amDbtm1o2rQpAODmzZsYNmwYVq9ejS5duqB169ZmSm8cIogHFYGilGNdXx/JdaIhinhQESgqOUQjbM5OixUPKgJFJUdFI/yVwQ4dOuCrr74qJoIAYG9vjwULFqB69epITk4udnXw2LFjSExMhFKpxLhx47Tb7ezssGjRItjY2CAyMhLp6enF+tywYQMAYOLEiVoRBICmTZtiwoQJAID169ebPGNFIIp4UBEoSjma1XaSXCsSoogHFYGikkNEci1UPKgIFJUc5kB4GSwLe3t7eHp6AgAePnyo3X7s2DEAQGBgIBSK4guY169fH23btkV+fj5OnDih3Z6Xl4eoKM1/dN++fUscq1+/fgCAkydPIi9P+gllTkQSDyoCRSlHyP5YyfWiIIp4UBEoKjlC2w2TXCMiIogHFYGiksNcWLQMqlQqJCcnAwBcXHQLO1+/rvlA8vX11VvXsmVLANC+IAIAiYmJyM3NRe3ateHm5laixs3NDbVq1UJOTg5u375tqggmRzTxoCJQlHLImZZIBEQRDyoCRSnHzE7BkutEQwTxoCJQVHKYE4uWwT179uDJkyeoW7cuXn31Ve32wtVSXF1d9dY1aNAAALQiaUhN0X1F60RCRPGgIlBVOYcIiCQeVASKUo6wKMOmPhMVEcSDikBRyWFuhH+BpDTu3buHL774AgDw0Ucfwc7OTrsvK0tz5aNatWp6a52cnIq1M6QGgHY6mqJ1UlGpVFCppEtBUaytS74NSkU8OIeOis5h7HloSvSd04WIJh5UBIpSjnXRkZjZKdhizumiiCAeVASKSg4vH82FJ2PPZyn1FimDT58+xeTJk5GRkYG+ffvinXfe0dvu788LFqJvNZXCbaXVlFYnlYSEBKPqrays4OfnV2ybJYiHIXAOHebIceXKFRQUFEju29ToO6cLEVE8qAgUpRzOdppf1C3hnC6KCOJBRaAo5Zi1bDAA857PFSaDz549w4MHD9C4cWPtlC+mICcnB5MmTUJ8fDxee+01LFu2rEQbR0dHZGZmIjs7W28fz59rPnwKrxAW/XtpNYXH/nudVJRKZZkTXkvFUsSjPDiHDnPl+Psb+qIhqnhIhXPoqOgcop/TRRFFPKgIFKUcybfT0My3odHnc3Z2tsEXoGTLYFxcHH799Ve0bdsWnTt31m7PycnB3Llz8d///hcAULNmTSxatAi9e/eWeygteXl5mDJlCs6fPw8/Pz989913xW4PF+Lm5obMzEzcv38fPj4l51S7f/++tl0hhauYFO7Th746qVhbWxt8+6A8LEk8yoJz6DBnDlOdhxWBJYiHIXAOHebIIfI5XRSRxIOKQFHK8eW/dmHtvqlGn89S6mW/QLJz506Eh4eXuHX69ddfY9++fVCr1VCr1cjIyMD06dNx48YNuYcCoLn3PXPmTPzvf/9D8+bNsW7dulKv0DVv3hwAEBurfwqNuLg4ACgmil5eXrC3t0d6ejpSU0v+R6ampiI9PR0ODg7w8vIyKospaFXPyaLEozQsTaBKg0oOEbAU8SgPzqFDhByiIJp4UBEoSjnkzE9pLLJl8OLFi7C3t0enTp202/Ly8vDzzz/DxsYGa9aswfnz5zFixAi8ePECmzdvlj1ItVqNTz75BIcOHULTpk2xceNG1KhRo9T23bt3BwAcOnSoxL5Hjx4hOjoaNjY26Nq1q3a7vb09OnbsCAA4ePBgiboDBw4AADp37qz3aqS52dCvpcWLBxWBopJDBKiIB+fQIUIOURBRPKgIVFXOYQpky+DDhw9Rv359WFnpuoiOjkZWVha6deuG7t27o3r16pgxYwYcHR1x/vx52YP8/PPPsWvXLjRq1Ag//PAD6tSpU2b7Hj16wNPTE/Hx8cVWDMnPz8e8efOQn5+PQYMGlehn7NixAIA1a9bg5s2b2u03b95EeHg4ACAkJER2DlNyI92yxYOKQFHJIQJUxINz6BAhhyhQEQ/OoUGUHKZC9jODGRkZJZ6du3TpEhQKRbErbg4ODmjUqJHsiZqPHDmCiAjNHFJubm746quv9Lbr1asXevXqBQCwsbHBihUrMGLECISFheHgwYNo3LgxLl++jOTkZCiVSsyaNatEHwEBAZgwYQLWrl2LgQMHaq8Unjp1Crm5uZg8ebJBb4iZg/EHrluseFARKCo5RGHTgEVQunhYtHhQESgqOUSBinhwDg2i5DAlsmWwWrVqePLkSbFtFy5cAAD4+/sX225ra1vsCqIU/vrrL+3fz549W2o7d3d3rQwCmtVHdu/ejdWrV+P06dOIj4+Hq6srQkJCMHny5FKfN5w+fTp8fHwQERGhPV6LFi0wcuRIvcvUVRbZFioeVASKSg6RYBHkHEVhEdQginhwDg2i5DA1smWwSZMmuHLlCm7cuIFmzZohLS0N586dQ+3atdG0adNibR88eFDurd3SCAoKQlBQkKxaDw8PhIWFSa7r16+fdi1iKoggHlQEikoO0Rixc67FigcVgaKSQxT6D38Ng8Z0tnjxoCJQVHJUBLJlsF+/frh8+TLGjx+PwMBAREVF4cWLFyUkKiUlBY8ePdLecmXMjwjiQUWgqOQQkcv3pU/ILoJ4UBEoKjlEgkWQcxRFVBEEjHiB5L333kP79u2RmpqKTZs24caNG2jcuDEmT55crN3+/fsBAO3btzdupIwsRBAPKgJFJUerevInTRcJEcSDikBRySEakRt/t2jxoCJQVHJUJLKvDNra2uKHH37A8ePHcfPmTbi5uaFXr15wcHAofgAbGwQHByMwMNDowTLSEEE8qAgUpRwb+rWUXCcaIogHFYGikkNE9v54RnKNKOJBRaCo5KhojFqOzsrKCj179kTPnj1LbTNq1ChjDsHIRBTxoCJQlHLcSM9CW9eakutFQQTxoCJQlHJQQBTxoCJQVHKYA9m3iRlxEUk8qAgUpRzjD0j/gS8KoogHFYGikmPTgEWS60RDFPGgIlBUcpgLo64MMuIhmnhQEShKORSSexADUcSDikBRyqF08ZBcKxKiiAcVgaKSw5wYJIOFa/0ag0Kh0K4JzFQMIooHFYGilMPZ1rjFzysDkcSDikBRyjFi51zseXel5D5EQBTxoCJQVHKYG4NkUK1WG30gU/TBlI6o4iEVzqFBlBwiIJp4UBEoSjluPL4ruQ8REEU8qAgUlRz9h78mucZYDJLBo0eP6t3+66+/IiwsDI0aNcKIESPQrFkz1K1bF48fP8aNGzfw448/IikpCTNmzMDrr79u0oEzOqiIB+fQIEoOERBRPKgIFKUcznaOkvupbEQRDyoCRSnHoDGdJdcZi0Ey6O7uXmLbhQsXEBYWhqCgICxcuBAKhe5JpCZNmiAgIADvvfce5s2bh7CwMLRq1UpvP4xxUBEPzqFBlBwiIKp4SIVz6BAhhwiIJB5UBIpSjsiNv5tdCGW/Tbx27Vo4ODhg7ty5xUTw73zyySdwcHDA2rVr5R6KKQUq4sE5NIiSQwSoiAfn0CFCDhEQTTyoCBSlHHLmpzQW2TJ45coVeHl5wc7Orsx29vb28PLywuXLl+UeitHDRD93EuJBRaCo5BABKuLBOXSIkEMERBQPKgJVlXOYAtkymJubi7S0NIPapqWlITc3V+6hGD1MC/CwePGgIlBUcogAFfHgHDpEyCECVMSDc+gQIYepkC2DTZo0wf3797VrD5fG/v37kZqaiiZNmsg9FKOHr8/fsWjxoCJQVHKIQGtXJQnxoCJQVHKIABXx4Bw6RMhhSmTL4LBhw6BWqzF79myEhYXhwYMHxfY/ePAAK1aswJw5c6BQKDBs2DCjB8voCP8jWXKNKOJBRaCo5BCFLUGLLV48qAgUlRwiQEU8OIcOEXKYGtkrkAwZMgTR0dHYs2cPvv/+e3z//fdwcnLSTi2TlZUFQDO/YP/+/TFkyBCTDZqRjijiQUWgqOQQiYS0OxYtHlQEikoOEbB3tMP0zwdavHhQESgqOSoCo5aj++KLL+Dv74/169fj7t27ePbsGZ490/1Qa9SoEcaPH4933nnH6IEy8hFFPKgIFJUcojFq9zyLFQ8qAkUlhyjMXBoEd08XixYPKgJFJUdFYfTaxO+88w7eeecd3Lp1C4mJicjKyoKTkxOaNGkCLy8vU4yRMQJRxIOKQFHJISKWKh5UBIpKDpFgEeQcRRFVBAETyGAhXl5eLH+CIYp4UBEoKjkm+tGY/F0E8aAiUFRyiMbyf+6wWPGgIlBUclQ0sl8gYcRGFPGgIlCUckwL8JBcJxoiiAcVgaKSQ0RuXb8vuUYE8aAiUFRymAOTXBlMSEjA3bt3kZWVBbVaXWq7AQMGmOJwTDmIJB5UBIpSjq/P37FoIRRBPKgIFJUcrV2VkmtERATxoCJQVHKYC6Nk8NixY/j888+RnGzYNCcsgxWPaOJBRaAo5dh4JcViZVAE8aAiUJRybAlaLLlONEQQDyoCRSWHOZEtg6dOnUJoaCgKCgpgY2ODhg0bwsXFpcx1ipmKRUTxoCJQlHI421pL7kMERBEPKgJFKUdC2h34u7eUXC8KIogHFYGiksPcyJbB8PBwFBQUoFevXpg/fz7q1atnynExEhFVPKTCOXSIkEMURBIPKgJFKcfYPQtw9YNIyX2IgAjiQUWgqOSwd7STXGMssmUwNjYWjo6OCAsLg4ODgynHxEiEinhwDh0i5BAF0cSDikBRygFY5h0pEcSDikBRyjFzaZDkOmOR/TZxQUEBPD09WQQrGSriwTl0iJBDFEQUDyoCVZVziIAo4kFFoCjlcPd0kVxrLLJlsFmzZsjIyDDhUBipUBEPzqFDhByiQEU8OIcGUXKIgEjiQUWgKOVY/s8dkuuNRbYMDhs2DCkpKTh9+rQpx8MYiCMR8aAiUFRyiAIV8eAcGkTJIQKiiQcVgaKUQ878lMYiWwaDgoIwaNAgTJ8+Hfv27TPlmBgDWNfXx+LFg4pAUckhClTEg3NoECWHCIgoHlQEqirnMAWyXyAJDg4GADx9+hSzZs3CokWL4OHhgWrVqultr1AosHnzZrmHY/5Gs9qWLR5UBIpKDlGgIh6cQ4MoOUSAinhwDh0i5DAVsmXw3Llzxf79119/ISYmptT2PP+gaQnZH2ux4kFFoKjkEIXQdsMws1OwxYsHFYGikkMEqIgH59AhQg5TIlsGlyxZYspxMBKJeZQluUYE8aAiUFRyiASLIOcoCougDhHEg3PoECGHqZEtgwMHDjTlOJgKRgTxoCJQVHKIRlhUhEWLBxWBopJDBLx8XDFr2WCLFw8qAkUlR0Ug+wUSxnIQQTyoCBSVHCLyzbltkmtEEQ8qAkUlhyiwCGrgHBpEFUHAiCuDf6egoAApKSnIysqCk5MT3NzcYGVlGteMjY3FqVOnEBMTg6tXryI5ORkAcPToUTRs2FBvjbe3d5l9bt++HW3atNG778CBA4iIiEB8fDwAwMfHByNHjkRgYKD8EJWECOJBRaCo5HC00LWJ/44o4kFFoKjkEInk22kWLR5UBIpKjorEaBmMjY1FeHg4fv/9d+Tk5Gi3Ozg4oEuXLpgwYQJatjRuAfFvv/0WR48elVzn6OhYqsDVqVNH7/aVK1dizZo1sLOzQ6dOnQAAUVFRmDp1KqZMmYLQ0FDJ46gsRBAPKgJFKce6vj6S60RDFPGgIlBUcohG2JydFiseVASKSo6KxigZ3LFjBxYsWACVSgW1Wl1s3/Pnz3H48GEcO3YMCxcuxKBBg2Qfp02bNlAqlfD19UWrVq0QFBSEtLS0cutq166NpUuXGnyc6OhorFmzBjVq1MC2bdvQtGlTAMDNmzcxbNgwrF69Gl26dEHr1q1lZzEXoogHFYGilKNZbSfJtSIhinhQESgqOUQk10LFg4pAUclhDmTfx7127Rrmz5+PFy9eoG3btvjuu+9w5MgRXLlyBUeOHMGaNWsQEBCAFy9eYP78+bh27ZrsQY4fPx4ffvghevXqhQYNGsjupzw2bNgAAJg4caJWBAGgadOmmDBhAgBg/fr1FXZ8UyGSeFARKEo5QvbHSq4XBVHEg4pAUckR2m6Y5BoREUE8qAgUlRzmQrYMfv/991CpVBg9ejR+/PFH9OjRAw0bNoSdnR0aNmyI7t27Y8uWLRgzZgxevHiBjRs3mnLcJicvLw9RUZr/7L59+5bY369fPwDAyZMnkZcn/aQyF6KJBxWBopRDzrREIiCKeFARKEo5ZnYKllwnGiKIBxWBopLDnMiWwfPnz6NGjRqYPn16me0+/PBDVK9evcQk1eYgOzsb4eHhmDdvHhYvXozt27eXens5MTERubm5qF27Ntzc3Ersd3NzQ61atZCTk4Pbt29X8MjlIaJ4UBGoqpxDBEQSDyoCRSlHWFSE5FqREEE8qAgUlRzmRvYzg48fP0bz5s1ha2tbZjs7Ozt4enri+nXpHxbGkp6ejq+++qrYts8++wzTp0/HqFGjim1PSUkBALi6upban6urKzIyMpCcnAylUilrTCqVCiqVdCkoirV1ybdBqYgH59BR0TmMPQ9Nib5zuhDRxIOKQFHKsS46EjM7BVvMOV0UEcSDikBRyeHlo/EQY89nKfWyZdDJycmglzgAjTg6OjrKPZQs3n77bbzxxhvw8fFBjRo1cPfuXfz888/YunUrlixZAgcHBwwbpnvOJCtLc+ustLWVAWgzFLaVQ0JCguxaALCysoKfn1+xbZYgHobAOXSYI8eVK1dQUFAguW9To++cLkRE8aAiUJRyONtpPpst4ZwuigjiQUWgKOWYtWwwAPOez7JlsEWLFjhz5gyOHj2Knj17ltru2LFjSElJQYcOHeQeShbLli0r9m9vb298+umnePnll7FgwQJ8+eWXCAoKgp2dHQBo34Yuaw3lv78xLQelUmlSMbYU8SgPzqHDXDleeeUVyX2bE1HFQyqcQ0dF5xD9nC6KKOJBRaAo5Ui+nYZmvg2NPp+zs7MNvgAl+5nBQYMGQa1WY+bMmdi0aVOxOQYBIDc3F5s3b8asWbOgUCgwePBguYcyKUOHDkWdOnWQmZmJS5cuabc7OWmm28jOzi61tjBjYVs5WFtbG/2nEEsSj7LgHDrMmcMU56Kp/vwdSxAPQ+AcOsyRo7LP47LO6aKIJB5UBIpSjrA5OwGY1hfKQ/aVwTfffBOHDx/G4cOH8cUXX+Drr79Go0aNUK9ePTx69AhJSUnIycmBWq1GYGAg3njjDbmHMilWVlbw8PDAkydP8PDhQ+12d3d3AMD9+/dLrS3cp+8FE3PTqp4TNvRraTHiURqWJlClQSWHCFiKeJQH59AhQg5REE08qAgUpRyl35+sOIxaL+6rr75CaGgonJyc8Pz5cyQkJCAqKgoJCQl4/vw5nJycEBoaii+//NJU4zUJmZmZAIo/H+jl5QV7e3ukp6cjNbXkf2ZqairS09Ph4OAALy8vs421NFgENXAODSyCOkQQD86hQ4QcoiCieFARqKqcwxQYtQKJtbU1QkNDMXbsWFy4cAG3bt3Srk3cpEkTtG3btswXMiqDhIQEJCYmAgB8fX212+3t7dGxY0ccP34cBw8exOjRo4vVHThwAADQuXNn7XOGlcmNdMsWDyoCRSWHCDjbVcP3by+wePGgIlBUcogCFfHgHBpEyWEqjF6bGNBcYevSpQu6dOliiu6MZteuXVAqlSXWRI6NjcWMGTMAAIGBgSVWMxk7diyOHz+ONWvWoGvXrsWWowsPDwcAhISEmCFB+Yw/cN1ixYOKQFHJIQqbBiyC0sXDosWDikBRySEKVMSDc2gQJYcpMYkMVjS//fYbvvvuO+2/C2/zhoaGaq/SdevWDR988AEA4Ndff8WcOXPg6emJZs2awdbWFnfu3MG1a9dQUFCAli1bYtGiRSWOExAQgAkTJmDt2rUYOHAgOnbsCAA4deoUcnNzMXnyZIOmCzAH2RYqHlQEikoOkWAR5BxFYRHUIIp4cA4NouQwNbJlMCoqCmFhYRg4cCCCg0tfCmjz5s3YvXs3Zs+ejddee03WsZ48eYLLly+X2F50veMmTZpo/z5gwABUq1YNcXFxOHfuHLKysuDs7Ax/f3/07dsXgwcPLvVW7/Tp0+Hj44OIiAicPXsWgGYanZEjR+pdps5SEEE8qAgUlRyiMWLnXIsVDyoCRSWHKPQf/hoGjels8eJBRaCo5KgIZMvgnj17cP36dbRv377Mdu3bt8eSJUuwZ88e2TIYFBSEoKAgg9v37t0bvXv3lnUsQLMOceFaxBQQQTyoCBSVHCJy+b70CdlFEA8qAkUlh0iwCHKOoogqgoARbxNfvnwZNWrUgLe3d5ntfHx8ULNmTfzxxx9yD8UYgQjiQUWgqORoVU/+PJkiIYJ4UBEoKjlEI3Lj7xYtHlQEikqOikS2DD58+FA7N195uLu749GjR3IPxchEBPGgIlCUcmzo17L8hoIjgnhQESgqOURk749nJNeIIh5UBIpKjopGtgwqFArk5+cb1DY/P1+I9SKrEqKIBxWBopTjRrr8tbVFQATxoCJQlHJQQBTxoCJQVHKYA9ky2LBhQyQmJuLx48dltnvy5AkSExOFWLWjqiCSeFARKEo5xh+Q/gNfFEQRDyoCRSXHpgElZ4ewNEQRDyoCRSWHuZAtg507d4ZKpcKSJUvKbLdkyRIUFBQIMwchdUQTDyoCRSmHnGmJREAU8aAiUJRyKF08JNeKhCjiQUWgqOQwJ7JlcOTIkXBycsJ///tfjB07FufOnUNeniZsXl4ezp49i7Fjx2Lv3r1wdHQssaIHY3pEFA8qAlWVc4iASOJBRaAo5Rixc67kelEQRTyoCBSVHOZG9tQyDRo0wIoVK/Dhhx8iKioKp06dAgDY2dlppVCtVsPBwQFffvllidU+GNNCRTw4hwZRcoiAaOJBRaAo5bjx+K7kPkRAFPGgIlBUcvQfLm8aPmOQfWUQAP7xj39gx44deP3112Frawu1Wo3c3Fyo1WrY2dmhd+/eiIyMRLdu3Uw1XkYPVMSDc2gQJYcIiCgeVASqKucQAVHEg4pAUcoxaExnyXXGYvRydC+//DJWr16NvLw83L59G8+ePYOzszM8PT1LXeWDMR1UxINzaBAlhwhQEQ/OoUOEHCIgknhQEShKOSI3/m52ITTZ2sR2dnZQKpWm6o4xACriwTk0iJJDBKiIB+fQIUIOERBNPKgIFKUcB7aft1wZfPToEe7fv4+cnBwEBASYqlumFCb6uWNagIfFiwcVgaKSQwSoiAfn0CFCDhEQUTyoCBSlHNUczX9X1WgZ3L17N9atW4dbt24B0ExGHRcXp92/bNkyXL16FcuXL+eXSEwIiyDnKAqLoA4RxINz6BAhhwiIKh5S4Rw6RMhhKox6gWThwoX4+OOPkZiYCGtra9jY2ECtVhdro1Qqce7cORw9etSogTLF+fr8HYsWDyoCRSWHCLR2VZIQDyoCRSWHCFARD86hQ4QcpkS2DB4+fBhbt25FnTp18M033+DSpUto1apViXY9evSAQqHAiRMnjBooU5zwP5Il14giHlQEikoOUdgStNjixYOKQFHJIQJUxINz6BAhh6mRfZt427ZtUCgUCAsLQ4cOHUptV6NGDbi7u+PuXcucB4oKoogHFYGikkMkEtLuWLR4UBEoKjlEwN7RDtM/H2jx4kFFoKjkqAhkXxmMjY2Fi4tLmSJYSJ06dfDgwQO5h2KMRBTxoCJQVHKIxqjd8yxWPKgIFJUcojBzaZDFiwcVgaKSo6KQLYPZ2dmoV6+eQW3z8/NLPEvImAdRxIOKQFHJISKWKh5UBIpKDpFw93SxaPGgIlBUclQksmWwTp06uHfvXrntcnNzkZiYiPr168s9FCMTUcSDikBRyTHRz11yjYiIIB5UBIpKDtFY/s8dFiseVASKSo6KRrYMvvrqq3j69CkOHTpUZrutW7ciNzcX7du3l3soRgaiiAcVgaKUY1qAh+Q60RBBPKgIFJUcInLr+n3JNSKIBxWBopLDHMiWweHDh0OtVmPhwoU4deqU3jY///wzVqxYASsrK7z//vuyB8lIQyTxoCJQlHJ8ff6O5FqREEE8qAgUlRytXWmsfiWCeFARKCo5zIXst4nbtm2LkJAQbNiwAWPHjoWbmxuePdP8kJsyZQouXbqEtLQ0qNVqTJs2Dd7e3iYbNFM6ookHFYGilGPjlRSLvToognhQEShKObYELZZcJxoiiAcVgaKSw5wYtQLJzJkz4ebmhlWrViE5WTfv3a+//gpAM63Mhx9+iPfee8+4UTIGIaJ4UBEoSjmcba0l9yECoogHFYGilCMh7Q783VtKrhcFEcSDikBRyWFujF6O7r333kNQUBDOnj2L69evIzMzE46OjvD29kbHjh3h5ORkinEy5SCqeEiFc+gQIYcoiCQeVASKUo6xexbg6geRkvsQARHEg4pAUclhb4lrEwOAg4MDunXrhm7dupmiO0YiVMSDc+gQIYcoiCYeVASKUg5AIbkPERBBPKgIFKUcM5cGSa4zFqPWJmYqHyriwTl0iJBDFEQUDyoCVZVziIAo4kFFoCjlcPd0kVxrLCa5MljIvXv3sGHDBly+fBn5+fnw9PTEkCFD0LVrV1Mehvn/UBEPzqFDhByiQEU8OIcGUXKIgEjiQUWgKOVY/s8dmP/dcMl9GIPBMnj+/HnMnTsX3t7eWLVqVYn9sbGxGDVqFJ49e6ZdbeTPP//E0aNHMXXqVEyaNMl0o2bgaGuN8D4+Fi8eVASKSg5RoCIenEODKDlEQDTxoCJQlHKk3H4suQ9jMfg28enTp3H37l29axGr1WrMmTMHT58+BQD07t0b48aNg5+fH9RqNb755htcv05jElFRWNeXRRDgHEVhEdQginhwDg2i5BABEcWDikBV5RymwGAZjI6OBgD07NmzxL5Tp07hxo0bUCgUWLJkCVatWoUZM2Zg69atGDBgAFQqFXbs2GG6UTNoVtuyxYOKQFHJIQpUxINzaBAlhwhQEQ/OoUOEHKbCYBlMTU1FgwYN9K4x/NtvvwEAlEolBgwYUGxfaGgorKystDLJmIaQ/bEWKx5UBIpKDlEIbTeMhHhQESgqOUSAinhwDh0i5DAlBsvg48eP9YogAFy+fBkKhQL/+Mc/Suxr2LAhGjRogHv37skeJFOSmEdZkmtEEA8qAkUlh0jM7BRs8eJBRaCo5BABKuLBOXSIkMPUGCyDeXl5yM7OLrFdpVIhPj4eANC6dWu9tS4uLnj+3DK/kakggnhQESgqOUQjLCrCosWDikBRySECXj6uJMSDikBRyVERGCyDtWvXRkpKCvLz84ttj4uLQ25uLgDA19dXb21OTg5q1KhhxDAZYxBBPKgIFJUcIvLNuW2Sa0QRDyoCRSWHKMxaNtjixYOKQFHJUVEYPLVMixYtcOLECezbtw8DBw7Ubv/vf/8LAGjcuLHe28gFBQW4d+8eGjduLHuQsbGxOHXqFGJiYnD16lXtOshHjx5Fw4YNS61LSkrCqlWrcPr0aWRmZsLV1RV9+vTBpEmT4OjoWGrdgQMHEBERob3i6ePjg5EjRyIwMFB2hspCBPGgIlBUcjha6NrEf0cU8aAiUFRyiETy7TSLFg8qAkUlR0VisAwOGDAAv/32G/79738jPT0dSqUSFy9exI8//giFQoH+/fvrrYuJicHz58/h6ekpe5Dffvstjh49KqkmLi4Ow4cPR1ZWFlq2bAl/f39cuXIF69atw4kTJ/DTTz/B2dm5RN3KlSuxZs0a2NnZoVOnTgCAqKgoTJ06FVOmTEFoaKjsHOZGBPGgIlCUcqzr6yO5TjREEQ8qAkUlh2iEzdlpseJBRaCo5KhoDJbBPn36oEuXLjh58iSWL1+u3a5Wq+Hq6oqRI0fqrdu7dy8UCgU6duwoe5Bt2rSBUqmEr68vWrVqhaCgIKSlpZXaXqVSYcaMGcjKysKMGTMwfvx4AJrnHqdOnYrjx49j+fLlWLhwYbG66OhorFmzBjVq1MC2bdvQtGlTAMDNmzcxbNgwrF69Gl26dCn12UiREEU8qAgUpRzNajtJrhUJUcSDikBRySEiuRYqHlQEikoOcyBpbeJvvvkGI0aMgKOjo3aVkXbt2mHTpk2oXr16ifYZGRmIjIwEAO1VNjmMHz8eH374IXr16oUGDRqU2/7YsWNITEyEUqnEuHHjtNvt7OywaNEi2NjYIDIyEunp6cXqNmzYAACYOHGiVgQBoGnTppgwYQIAYP369bJzmAuRxIOKQFHKEbI/VnK9KIgiHlQEikqO0HbDJNeIiAjiQUWgqOQwF5Jk0N7eHp988gnOnTuHkydPIjo6GhEREaXeAq5RowaioqJw8eLFMp/tMzXHjh0DAAQGBkKhUBTbV79+fbRt2xb5+fk4ceKEdnteXh6iojT/2X379i3RZ79+/QAAJ0+eRF6e9JPKXIgmHlQEilIOOdMSiYAo4kFFoCjlmNkpWHKdaIggHlQEikoOcyJJBguxtrZGvXr1ynwJAwCsrKzg6OiIatWqyRqcXAqXvivt7eaWLVsCgPYFEQBITExEbm4uateuDTc3txI1bm5uqFWrFnJycnD79m3TD9oEiCgeVASqKucQAZHEg4pAUcoRFhUhuVYkRBAPKgJFJYe5MfiZQUO5fv06nj59ioCAAFN3bTApKSkAAFdXV737C281F76VbEhN4b6MjAwkJydDqVTKGptKpYJKJV0KimJtXfJtUCriwTl0VHQOY89DU6LvnC5ENPGgIlCUcqyLjsTMTsEWc04XRQTxoCJQVHJ4+Wg8xNjzWUq9yWVw0aJFuHTpEuLi4kzdtcFkZWlug5V2RdLJyalYO0NqAGivhBatk0pCQoLsWkBztdXPz6/YNksQD0PgHDrMkePKlSsoKCiQ3Lep0XdOFyKieFARKEo5nO00n82WcE4XRQTxoCJQlHLMWjYYgHnPZ5PLIADtyyWVzd+fFyxE3/gKt5VWU1qdVJRKZbm316VgKeJRHpxDh7lyvPLKK5L7NieiiodUOIeOis4h+jldFFHEg4pAUcqRfDsNzXwbGn0+Z2dnG3wBqkJksLJxdHREZmam3uXzAGiXxiu8Qlj076XVAJqVVP5eJxVra2uDbx+UhyWJR1lwDh3mzGGq87AisATxMATOocMcOUQ+p4siknhQEShKOb781y6s3TfV6PNZSr2sF0hEp/AFkPv37+vdX7i96Isi7u7uZdaUVldZtKrnZFHiURqWJlClQSWHCFiKeJQH59AhQg5REE08qAgUpRxy5qc0FpIy2Lx5cwCaZez0Ufg8o4+PbiUGLy8v2NvbIz09HampJf8zU1NTkZ6eDgcHB3h5eVXAqKWxoV9LixcPKgJFJYcIUBEPzqFDhByiIKJ4UBGoqpzDFJhcBl1cXPDSSy+ZultJdO/eHQBw6NChEvsePXqE6Oho2NjYoGvXrtrt9vb22lVSDh48WKLuwIEDAIDOnTvDzs6uIoYtiRvpli0eVASKSg4RoCIenEOHCDlEgYp4cA4NouQwFSaXwVWrVmknfa4sevToAU9PT8THxxdbMSQ/Px/z5s1Dfn4+Bg0ahDp16hSrGzt2LABgzZo1uHnzpnb7zZs3ER4eDgAICQkxQ4LyGX/gusWKBxWBopJDFDYNWGTx4kFFoKjkEAUq4sE5NIiSw5RYxAskv/32G7777jvtvzMzMwEAoaGh2qt03bp1wwcffAAAsLGxwYoVKzBixAiEhYXh4MGDaNy4MS5fvqydI3DWrFkljhMQEIAJEyZg7dq1GDhwoPZK4alTp5Cbm4vJkycbNF2AOci2UPGgIlBUcoiE0sXDosWDikBRySEKVMSDc2gQJYepMVoGVSoVDh06hDNnzuDBgwfIycnB5s2btfuvXr2K58+fo23btrCyknch8smTJ7h8+XKJ7deuXdP+vUmTJsX2+fr6Yvfu3Vi9ejVOnz6N+Ph4uLq6IiQkBJMnTy71jeDp06fDx8cHEREROHv2LACgRYsWGDlypN5l6iwFEcSDikBRySEaI3bOtVjxoCJQVHKIQv/hr2HQmM4WLx5UBIpKjorAKBlMSEjA1KlTcefOnVLn6du7dy8iIiKwceNGdOjQQdZxgoKCEBQUJLnOw8MDYWFhkuv69eunXYuYAiKIBxWBopJDRC7flz4huwjiQUWgqOQQCRZBzlEUUUUQMOKZwbS0NIwZMwa3b99G8+bNERoaCg8PjxLt+vfvD7VajaNHjxo1UEYeIogHFYGikqNVPfnzZIqECOJBRaCo5BCNyI2/W7R4UBEoKjkqEtkyuH79eqSlpWHgwIHYsWMHQkNDUbdu3RLtfH194eTkhEuXLhkzTkYGIogHFYGilGNDv5aS60RDBPGgIlBUcojI3h/PSK4RRTyoCBSVHBWNbBn87bffYG9vj7lz55b7LGCjRo3w4MEDuYdiZCCKeFARKEo5bqTLX1tbBEQQDyoCRSkHBUQRDyoCRSWHOZAtg6mpqfD09DRoaTZ7e3tkZGTIPRQjEZHEg4pAUcox/oD0H/iiIIp4UBEoKjk2DVgkuU40RBEPKgJFJYe5kP0CiZ2dXZnr+Bbl4cOHcHZ2lnsoRgKiiQcVgaKUQ1F+iZCIIh5UBIpSDqVLyefVLQlRxIOKQFHJYU5kXxn09PREamoqHj16VGa7+Ph4pKamwtvbW+6hGAMRUTyoCFRVziECIokHFYGilGPEzrmS60VBFPGgIlBUcpgb2TLYq1cvvHjxAkuXLtVOK/N3cnJyMH/+fCgUCgQGBsoeJFM+VMSDc2gQJYcIiCYeVASKUg450xKJgCjiQUWgqOToP/w1yTXGIvs28YgRI/Dzzz9j//79ePDgAQYPHoysLM2D6QkJCYiOjsamTZtw584dNG3aFIMGDTLZoJniUBEPzqFBlBwiIKJ4UBEoSjmc7Rwl91PZiCIeVASKUo5BYzpLrjMW2TLo5OSE9evXY+LEibhw4QKio6O1+95++20AgFqtRuPGjREeHq5dNo4xLVTEg3NoECWHCIgqHlLhHDpEyCECIokHFYGilCNy4+9mF0LZt4kBoGnTptizZw9mzJiBli1bwtraGmq1GlZWVmjWrBmmTZuGnTt3olGjRqYaL1MEKuLBOTSIkkMEqIgH59AhQg4REE08qAgUpRxy5qc0FtlXBp890/ygcnZ2xrhx4zBu3DgAwPPnz1GtGo05n0Rmop87pgV4WLx4UBEoKjlEgIp4cA4dIuQQARHFg4pAUcpRzdH8d1JlXxn09/fXvkRSFBZB88AiyDmKwiKoQwTx4Bw6RMghAqKKh1Q4hw4RcpgK2TLo5OSExo0bw8ZG9sVFxgi+Pn/HosWDikBRySECrV2VJMSDikBRySECVMSDc+gQIYcpMWqewcePH5tyLIwEwv9IllwjinhQESgqOURhS9BiixcPKgJFJYcIUBEPzqFDhBymRrYMvv3220hOTsbZs2dNOR6mghBFPKgIFJUcIpGQdseixYOKQFHJIQL2RMSDikBRyVERyJbB4cOHo2fPnpg2bRoOHjyIgoICU46LMSGiiAcVgaKSQzRG7Z5nseJBRaCo5BCFmUuDLF48qAgUlRwVhewH/kaNGgW1Wo2nT5/io48+grOzMzw9PUt9gUShUGDz5s2yB8rIQxTxoCJQVHKIiKWKBxWBopJDJNw9XSxaPKgIFJUcFYlsGTx37lyxfz99+hQxMTGltlcoFHIPxchEFPGgIlBUckz0c5dcIyIiiAcVgaKSQzSW/3OHxYoHFYGikqOikS2DS5YsMeU4GBMjinhQEShKOaYFeEiuEw0RxIOKQFHJISK3rt+XXCOCeFARKCo5zIFsGRw4cKApx8GYEJHEg4pAUcrx9fk7Fi2EIogHFYGikqO1q1JyjYiIIB5UBIpKDnNh1HJ0jHiIJh5UBIpSDjnTEomCCOJBRaAo5dgStFhynWiIIB5UBIpKDnNiMhksKCjAvXv3EB8fj3v37vHbxZWAiOJBRaCqcg5REEU8qAgUpRwJaXck14qECOJBRaCo5DA3Ri8fEhsbi/DwcPz+++/IycnRbndwcECXLl0wYcIEtGzZ0tjDMOVARTw4hw4RcoiCSOJBRaAo5Ri7ZwGufhApuQ8REEE8qAgUlRz2lrQ2MQDs2LEDQ4cOxZEjR/D8+XOo1Wrtn+fPn+Pw4cMYOnQoIiMt85vUUqAiHpxDhwg5REE08aAiUFU9hwiIIB5UBIpSjplLgyTXGYvsK4PXrl3D/PnzoVKp4O/vjzFjxkCpVKJ+/fp4+PAhbty4gY0bN+L8+fOYP38+WrRogebNm5ty7AzoiAfn0CFCDlGgIh6cQ0NF5XC2c5TcT2UjinhQEShKOdw9XSTXGovsK4Pff/89VCoVRo8ejR9//BE9evRAw4YNYWdnh4YNG6J79+7YsmULxowZgxcvXmDjxo2mHDcDOuLBOXSIkEMURBUPqXAODaLkEAGRxIOKQFHKsfyfOyTXG4tsGTx//jxq1KiB6dOnl9nuww8/RPXq1UtMUs0YhyMR8aAiUFRyiAIV8eAcGkTJIQKiiQcVgaKUQ878lMYiWwYfP34MDw8P2NraltnOzs4Onp6eePLkidxDMXpY19fH4sWDikBRySEKVMSDc2gQJYcIiCgeVASqKucwBbJl0MnJCWlpaQa1ffz4MRwdLe+ZDpFpVtuyxYOKQFHJIQpUxINzaBAlhwhQEQ/OoUOEHKZCtgy2aNEC9+/fx9GjR8tsd+zYMaSkpKBFixZyD8XoIWR/rMWKBxWBopJDFELbDSMhHlQEikoOEaAiHpxDhwg5TIlsGRw0aBDUajVmzpyJTZs2FZtjEAByc3OxefNmzJo1CwqFAoMHDzZ6sIyOmEdZkmtEEA8qAkUlh0jM7BRs8eJBRaCo5BABKuLBOXSIkMPUyJ5a5s0338Thw4dx+PBhfPHFF/j666/RqFEj1KtXD48ePUJSUhJycnKgVqsRGBiIN954w5TjZiQignhQESgqOUQjLCrCosWDikBRySECXj6umLVssMWLBxWBopKjIjBqBZKvvvoKa9aswaZNm/Ds2TMkJCQgISFBu9/Z2RmjRo3CpEmTjB4oIx8RxIOKQFHJISLfnNsmuUYU8aAiUFRyiAKLoAbOoUFUEQSMlEFra2uEhoZi7NixuHDhAm7duoWsrCw4OTmhSZMmaNu2LapVq2aqsUpmzpw52LVrV6n7hw4dikWLFpXYnpSUhFWrVuH06dPIzMyEq6sr+vTpg0mTJlncizAiiAcVgaKSw9HWWnKNiIgiHlQEikoOkUi+nWbR4kFFoKjkqEiMXpsYAKpVq4YuXbqgS5cupujO5HTu3Bn16tUrsd3Pz6/Etri4OAwfPhxZWVlo2bIl/P39ceXKFaxbtw4nTpzATz/9BGdnZ3MM22hEEA8qAkUpx7q+PpLrREMU8aAiUFRyiEbYnJ0WKx5UBIpKjorGJDIoOuPHj0f79u3LbadSqTBjxgxkZWVhxowZGD9+PAAgLy8PU6dOxfHjx7F8+XIsXLiwoodsNKKIBxWBopSjWW0nybUiIYp4UBEoKjlEJNdCxYOKQFHJYQ4kvU38wQcfoF27dli/fr1B7detW4d27dph2rRpsgZnbo4dO4bExEQolUqMGzdOu93Ozg6LFi2CjY0NIiMjkZ6eXomjLB+RxIOKQFHKEbI/VnK9KIgiHlQEikqO0HbDJNeIiAjiQUWgqOQwFwbLYExMDI4ePYqXXnoJISEhBtWEhITgpZdewuHDh3H16lXZgzQXx44dAwAEBgZCoVAU21e/fn20bdsW+fn5OHHiRGUMzyBEEw8qAkUph5xpiURAFPGgIlCUcszsFCy5TjREEA8qAkUlhzkxWAb37dsHhUKBiRMnlhClUju3ssLkyZOhVqvxyy+/yB6ksfz6669YvHgx5s2bhzVr1uDKlSt6212/rvkw8/X11bu/ZcuWAID4+PiKGaiRiCgeVASqKucQAZHEg4pAUcoRFhUhuVYkRBAPKgJFJYe5MfiZwQsXLsDOzg7du3eXdIBu3brBzs4OFy5ckDw4U7FlS/EPu5UrV6Jbt25YtmwZatWqpd2ekpICAHB1ddXbT4MGDQAAycnJsseiUqmgUkmXgqJYW5d8G5SKeHAOHRWdw9jz0JToO6cLEU08qAgUpRzroiMxs1OwxZzTRRFBPKgIFJUcXj4aBzH2fJZSb7AMJiUlwd3dHQ4ODpIG4+DggEaNGiEpyfxzofn4+GD+/Pl47bXX8NJLL+HJkyc4d+4cvvzyS5w4cQITJ07ETz/9BCsrzQXSrCzN7bPSpsNxcnIq1k4ORedhlIOVlVWJt6AtQTwMgXPoMEeOK1euoKCgQHLfpkbfOV2IiOJBRaAo5XC200z5ZQnndFFEEA8qAkUpx6xlmhXbzHk+GyyD2dnZsqdUcXJywvPn5n87bNSoUcX+7e7ujoEDB6Jjx45466238Mcff+DgwYPo169fsXal3QZXq9VGj0mpVJp0rkJLEY/y4Bw6zJXjlVdekdy3ORFVPKTCOXRUdA7Rz+miiCIeVASKUo7k22lo5tvQ6PM5Ozvb4AtQBstgjRo1kJGRIWtAGRkZqF69uqzaiqBBgwYICgrCxo0bcfLkSa0MOjo6IjMzE9nZ2XrrCoW28AqhHKytrQ2+fVAeliQeZcE5dJgzh6nOw4rAEsTDEDiHDnPkEPmcLopI4kFFoCjl+PJfu7B231Sjz2cp9Qa/QOLu7o579+7hyZMnkgbz5MkT7S1mkfD09AQAPHz4ULvNzc0NAHD//n29NYXbC9tVJq3qOVmUeJSGpQlUaVDJIQKWIh7lwTl0iJBDFEQTDyoCRSmHnPkpjcVgGWzXrh3UajW2bZO2fujWrVuhVqvx2muvSR5cRZKZmQmg+POBzZs3BwDExuqfhy0uLg6A5lnEymZDv5YWLx5UBIpKDhGgIh6cQ4cIOURBRPGgIlBVOYcpMFgGhw4dCisrK6xdu9bgN4MvXLiAtWvXwsbGBu+8847sQZoatVqNw4cPAyg+jUzhm9KHDh0qUfPo0SNER0fDxsYGXbt2Nc9Ay+BGumWLBxWBopJDBKiIB+fQIUIOUaAiHpxDgyg5TIXBMti4cWMEBwcjNzcXo0ePxjfffFPqShzp6en45ptvMGbMGOTn5+P999+Hh4eHyQZtCHFxcdi7dy/y8op/cZ89e4a5c+ciJiYGjo6OGDRokHZfjx494Onpifj4+GKrrOTn52PevHnIz8/HoEGDUKdOHbPlKI3xB65brHhQESgqOURh04BFFi8eVASKSg5RoCIenEODKDlMiaS1iWfNmoWkpCQcOXIE3377LcLDw/Hyyy+jUaNGcHR0RHZ2NpKSkvDnn39CpVJBrVajZ8+emD17dkWNv1RSUlIwc+ZM/Pvf/4avry9q166NtLQ0XLt2DZmZmXB0dMTKlStRr149bY2NjQ1WrFiBESNGICwsDAcPHkTjxo1x+fJlJCcnQ6lUYtasWWbPoo9sCxUPKgJFJYdIKF08LFo8qAgUlRyiQEU8OIcGUXKYGkkyaGVlhW+++Qbff/891q9fj4yMDFy/fh3Xr1+HQqEoNvVKzZo1MW7cOIOXrjM13t7eGDFiBGJiYpCQkICMjAzY2trC3d0dAwYMQHBwMBo2bFiiztfXF7t378bq1atx+vRpxMfHw9XVFSEhIZg8ebJRbxJXJiKIBxWBopJDNEbsnGux4kFFoKjkEIX+w1/DoDGdLV48qAgUlRwVgSQZLGTs2LF47733cOLECURHR+PBgwd49uwZnJyc0KBBA/j7+6Nr164mnU9PKo0aNcLcuXNl1Xp4eCAsLMzEI6o8RBAPKgJFJYeIXL4vfUJ2EcSDikBRySESLIKcoyiiiiAgUwYBzVu4ffr0QZ8+fUw5HsbEiCAeVASKSo5W9Szz6vbfEUE8qAgUlRyiEbnxd4sWDyoCRSVHRWLwCySM5SGCeFARKEo5NvRrKblONEQQDyoCRSWHiOz98YzkGlHEg4pAUclR0bAMEkUU8aAiUJRy3EiXv7a2CIggHlQEilIOCogiHlQEikoOc8AySBCRxIOKQFHKMf6A9B/4oiCKeFARKCo5Ng1YJLlONEQRDyoCRSWHuZD9zCAjJqKJBxWBopRDIbkHMRBFPKgIFKUcShfzzmNrakQRDyoCRSWHOeErg4QQUTyoCFRVziECIokHFYGilGPETnkzR4iAKOJBRaCo5DA3fGWQCFTEg3NoECWHCIgmHlQEilKOG4/vSu5DBEQRDyoCRSVH/+GvSa4xFr4ySAAq4sE5NIiSQwREFA8qAlWVc4iAKOJBRaAo5Rg0prPkOmNhGbRwqIgH59AgSg4RoCIenEOHCDlEQCTxoCJQlHJEbvxdcq2xsAxaMFTEg3NoECWHCFARD86hQ4QcIiCaeFARKEo55MxPaSwsgxbKRD93EuJBRaCo5BABKuLBOXSIkEMERBQPKgJVlXOYApZBC2VagIfFiwcVgaKSQwSoiAfn0CFCDhGgIh6cQ4cIOUwFy6CF8vX5OxYtHlQEikoOEWjtqiQhHlQEikoOEaAiHpxDhwg5TAnLoIUS/key5BpRxIOKQFHJIQpbghZbvHhQESgqOUSAinhwDh0i5DA1PM9gFUEU8aAiUFRyiERC2h2LFg8qAkUlhwjYO9ph+ucDLV48qAgUlRwVActgFUAU8aAiUFRyiMao3fMsVjyoCBSVHKIwc2kQ3D1dLFo8qAgUlRwVBd8mJo4o4kFFoKjkEBFLFQ8qAkUlh0iwCHKOoogqggDLIGlEEQ8qAkUlx0Q/d8k1IiKCeFARKCo5RGP5P3dYrHhQESgqOSoalkGiiCIeVASKUo5pAR6S60RDBPGgIlBUcojIrev3JdeIIB5UBIpKDnPAMkgQkcSDikBRyvH1+TuSa0VCBPGgIlBUcrR2VUquERERxIOKQFHJYS5YBokhmnhQEShKOeRMSyQKIogHFYGilGNL0GLJdaIhgnhQESgqOcwJyyAhRBQPKgJVlXOIgijiQUWgKOVISLPsq90iiAcVgaKSw9ywDBKBinhwDh0i5BAFkcSDikBRyjFq9zzJ9aIggnhQESgqOewd7STXGAvPM0gAKuLBOXSIkEMURBMPKgJFKQegkNyHCIggHlQEilKOmUuDJNcZC18ZtHCoiAfn0CFCDlEQUTyoCFRVziECoogHFYGilMPd00VyrbGwDFowVMSDc+gQIYcoUBEPzqFBlBwiIJJ4UBEoSjmW/3OH5Hpj4dvEFoqjrTXC+/hYvHhQESgqOUSBinhwDg2i5BAB0cSDikBRypFy+7HkPoyFrwxaKOv6sggCnKMoLIIaRBEPzqFBlBwiIKJ4UBGoqpzDFLAMWijNalu2eFARKCo5RIGKeHAODaLkEAEq4sE5dIiQw1TwbWILJWR/rMWKBxWBopJDFELbDcPMTsEWLx5UBIpKDhGgIh6cQ4cIOUwJXxm0UGIeZUmuEUE8qAgUlRwiwSLIOYrCIqhDBPHgHDpEyGFq+MpgFUEE8aAiUFRyiEZYVIRFiwcVgaKSQwS8fFwxa9lgixcPKgJFJUdFwFcGqwAiiAcVgaKSQ0S+ObdNco0o4kFFoKjkEAUWQQ2cQ4OoIgjwlUG95Ofn44cffsCePXuQlJQER0dH+Pv7Y/LkyWjRokVlD08SIogHFYGiksPR1lpyjYiIIh5UBIpKDpFIvp1m0eJBRaCo5KhI+Mrg38jPz0dISAhWrFiB9PR0dO/eHU2aNMGvv/6KIUOGICpK/AWnCxFBPKgIFKUc6/r6SK4TDVHEg4pAUckhGmFzdlqseFARKCo5Khq+Mvg3NmzYgDNnzqBVq1bYtGkTnJ2dAQD79u3DjBkzMHPmTBw5cgROTk6VPNKyEUU8qAgUpRzNaot97paHKOJBRaCo5BCRXAsVDyoCRSWHOeArg0V48eIFNm3aBACYP3++VgQB4M0330S3bt3w5MkTREZGVtIIDUMk8aAiUJRyhOyPlVwvCqKIBxWBopIjtN0wyTUiIoJ4UBEoKjnMBctgES5evIiMjAw0bNgQrVq1KrG/X79+AICjR4+ae2gGI5p4UBEoSjnkTEskAqKIBxWBopRjZqdgyXWiIYJ4UBEoKjnMCctgEa5f13yYtWzZUu/+wpdHCtuJhojiQUWgqnIOERBJPKgIFKUcYVERkmtFQgTxoCJQVHKYG35msAgpKSkAAFdXV737C7dnZGQgKytL0nODBQUFAICsrCyoVNKloCjW1tZoXsMaz/MV2m0v166GTzs3wY0Hj/H5qdvwqqYAqkn77x3kUx/vtayPDedv4tiNh/CtIa3ewdYKczt6olE1BT759Spe5ORI7oNz6KioHNVsrZCdnW30eWhKrK2t4Vu7CbLySwqBo409FnafhMbOL2HWf7/Ei9x8tKrTVFL/yroe+HePyUhIvYVFx9fAy9lN8hiHtgxEcJs3EX7qZ/waf0ryGDiHDlPn+O3GOUz2GyzcOd3w5TrIfV62jHTt1wo93/bD3q1RuPD7NTRuVkfScWwdbBE8pQdc3Jyx9ot9yM/PldyHm6cLgqf1xN3EVESsPob67s7lF/0NzqHBFDk8vV1N8hmdk5MDQOcfZaFQq9Vqo45GiE8//RQ///wzJk6ciI8++qjE/hcvXmivGp48eRL169c3uO/Hjx/j9u3bphoqwzAMwzBMuXh6eqJu3bpltuErg0Uo9GKFQlFOS+nUrFkTnp6esLe3h5UV351nGIZhGKbiKCgoQG5uLmrWrFluW5bBIhTe9s3Ozta7//nz5yXaGoqNjU25Zs4wDMMwDGMqis6KUhZ8iaoIbm6a51bu37+vd3/h9lq1agk/zyDDMAzDMIwhsAwWoXnz5gCAuLg4vftjYzXzs3l7e5ttTAzDMAzDMBUJy2ARXn31VdSqVQtJSUm4evVqif0HDx4EAPTs2dPcQ2MYhmEYhqkQWAaLYGNjg+BgzeSlixYtwrNnujnZ9u/fj+PHj6N27doYNGhQZQ2RYRiGYRjGpPDUMn8jLy8PY8eOxblz51C3bl0EBAQgLS0NFy5cgK2tLb777jt07dq1sofJMAzDMAxjElgG9ZCXl4eNGzfil19+QVJSEhwdHdG2bVt88MEHpa5OwjAMwzAMY4mwDDIMwzAMw1Rh+JlBhmEYhmGYKgzLIMMwDMMwTBWGZZBhGIZhGKYKw8vRMSZDrVbj8OHDOHToEC5duoQnT55ApVKhVq1aUCqV6NixI9544w24urpW9lAls3PnTnz88ccIDQ3FlClTKns4jBno0aMHkpOTy20XHx9vhtEwTPnoO2cdHBxQv359BAQEYMyYMXj55ZcraXTlw5+zlQfLIGMSUlJSMGXKFO1k3c2aNUOLFi1gZ2eHtLQ0XLx4Eb///ju++uorLFmyBP3796/kETOMYXTu3Bn16tWr7GEwjMEUPWfT0tIQExODyMhI7N27F+vWrUOHDh0qZVwjRozAuXPncPToUTRs2LBSxsDoh2WQMZrHjx/j3Xffxf3799GhQwd8+umnaNq0abE2+fn5OHz4ML799lskJSVV0kgZRjrjx49H+/btK3sYDGMwfz9nMzMzMXnyZFy4cAELFizAoUOHKnF0pfP666+jdevWqF27dmUPpcrBzwwyRjN//nzcv38f7du3x4YNG0qIIADY2trijTfewO7du3k5P4ZhGDNSs2ZNzJo1CwBw+/Zt3L17t5JHpJ/q1aujadOmqFOnTmUPpcrBMsgYRWJiIo4cOQJAI4U2NmVfbLazs4O3t7f23zt37oS3tzdWr16Nu3fvYubMmejcuTOaN2+OTZs2ads9ePAAn332GQIDA9GqVSsEBARg9OjR+N///lfqseTUnDx5Eu+99x7atGmDdu3aYdy4cXrXqS7M6+3tjc2bN5fa39SpU+Ht7Y1du3aV8VVhKLB69Wp4e3tj586duHnzJqZMmYL27dvjlVdewYABA7Bv375Sa//66y+sXLkSb775Jlq3bg0/Pz8MGzYMv/zyi972PXr0gLe3N9RqNX766ScEBQXBz88P/v7+2jY5OTn4+uuv0atXL/j6+qJ79+74/PPP8ezZM4wYMQLe3t64d++etm379u3h6+uLJ0+e6D1meno6WrVqBT8/P2RlZRnxlWIqg2bNmmn//vjxYwDAvXv34O3tjREjRuitOXv2LLy9vTFnzpxi24t+bj948AAff/wxOnXqhFatWqFv376IiIgo1r7wOOfOnQMA9OzZE97e3to/hedh0X6LUvR769q1a5g4cSLat2+PV199FaNGjUJMTIy2bWRkJIKCgtCmTRt06NAB8+bNw9OnT0v9uhw4cACjR49Gu3bt4Ovri9dffx1ffPEFMjMzy/uSkoJlkDGKEydOQK1Wo0WLFnqvCBrK7du3MWjQIFy4cAH+/v7o2rUrqlWrBgC4cuUK3nrrLURERKCgoADdunWDj48PoqOjMW7cuGLSWIicmp07d2LcuHGIjo6Gj48POnfujKSkJLz77ru4fPlyifbvvfceAGD79u16M6WlpeHYsWOoWbMm+vbtK/trw1gWcXFxGDx4MGJjYxEQEABfX19cv34dM2bMwO7du0u0v3PnDgYMGIA1a9bg6dOn6NChA1599VXcuHEDs2bNwueff17qsRYuXIjPPvsMzs7O6N69u/blgPz8fISEhOC7775Deno6unbtipYtW2LXrl0YOXIk8vPzi/Xj4OCAgQMHIj8/H5GRkXqPtXv3buTl5aF///5wcnKS/wViKoVnz55p/163bl2T9JmSkoJBgwbh5MmTaNWqFV599VUkJSXhs88+w7fffqtt5+joiIEDB8LFxQUAEBgYiIEDB2r/ODo6GnS8K1euYOjQoUhOTkbHjh3h6emJ06dPIzg4GImJiViyZAnmz58POzs7dO7cGdbW1ti+fTtCQ0NL9KVWqzF79mx8+OGHuHjxIpRKJXr06AEA2LhxI4YMGVLqL0YkUTOMEcycOVOtVCrV//rXv2TVR0ZGqpVKpVqpVKo/+eQTdV5eXrH9T58+VXfu3Fnt7e2t3rp1q7qgoEC77+bNm+ru3burW7Roob5x44ZRNampqerWrVurvb291QcPHtRuLygoUC9dulQ7xlWrVhUb37vvvqtWKpXq8+fPl8gWHh6uViqV6sWLF8v62jCVS/fu3dVKpVJ95swZg9qvWrVKe56sXLlSrVKptPv27dunViqV6u7duxerUalU6rfeektbU/T8v3//vnrgwIFqpVKpPnnypN6xBQQEqGNjY0uMZe3atWqlUql+88031Wlpadrtjx8/1h5PqVSqk5KStPtu376t9vb2Vvfq1avY90whgYGBaqVSqY6LizPo68GYn7LO2R07dqiVSqW6T58+2v/fpKQktVKpVA8fPlxvf2fOnFErlUr17Nmzi20v+rn98ccfq3NycrT7Lly4oPbx8VG3adNGnZWVVaxu+PDhJc47ff3+/XO26PfWxo0bi+1btmyZWqlUqt944w11x44d1TExMdp9GRkZ2vP27Nmzxeo2btyoViqV6sGDB6uTk5O121UqlfrLL79UK5VK9fTp0/WOkyJ8ZZAxivT0dAAo9RmPyMhIzJkzp9ifL774okS7WrVq4eOPP4atrW2J+ocPH2LIkCEYNmwYFAqFdl+TJk0we/ZsvHjxAj///LNRNTt27MDz58/Rs2dPBAYGarcrFAp89NFHaNCggd58hVcHt27dWmy7Wq3W9j9s2DC9tYxlEBwcXOyWVtE/f799BgCtW7fGtGnTYGWl+3h944038PLLLyM5OVl7SwwAjh07huvXr6Nz586YNm1asfO/QYMGWLRoEYCS51chISEhaNGiRYnthe1nzpxZ7CpQnTp1MHv2bL19eXh4oFOnTrh79y5OnTpVbN/Zs2dx69YttG7dGs2bN9dbz4jJ48ePsXv3bixbtgyOjo5YvHhxsc9EY3Bzc8OCBQtgb2+v3da2bVt06dIF2dnZxW7fmgI/Pz+MHj262Lbx48cDAG7cuIFp06bB19dXu69mzZraz9/CW9QA8OLFC6xbtw62trb4+uuv4ebmpt1nZWWFadOmwdvbGwcOHEBGRoZJM4gKv03MVCgXL14s8bycu7t7iR9InTp10nvr6ffffwegectMHwEBAQA0tw+MqTl//jwAzQ/tv2NnZ4c+ffrofTawd+/ecHFxweHDh5Genq59C+7333/HvXv30K5dO6NunzOVT1lTy7Rt27bEtq5du+pt26RJE/z555949OiRdlqN8s5VX19fODo66n1MAQB69epVYltKSgpSUlLg6OiIbt26ldjfsWNH1KpVS+8PuXfffRe///47tm/fjk6dOmm3Fz4Kwb/YWAbBwcElttWtWxc7duww6efRa6+9Bjs7uxLbmzRpghMnTuDRo0cmOxag+V78OzVr1tSez/r2e3h4AAAePnyo3RYXF4cnT56gTZs2xUSwECsrK/j7+yM+Ph5Xr17V2y81WAYZoyiUn8IrhH/ns88+w2effQYAuHnzJvr166e33UsvvaR3e+EEqiEhIWWOo+izHXJqHjx4AEAjqvoobbudnR0GDx6M8PBw7Nq1C2PGjAHAPzwpIXVqmdImVS/8ZScvL0+7rfBcnT9/PubPn19qn0VriqLvB1nhD73SvqcK9+mTwe7du8PNzQ1Hjx7Fo0ePUK9ePTx58gSHDx9GjRo1Sv3+ZcSi8BeYgoICpKamIjo6Go8fP8ZHH32Ebdu2GfyMXnlIOdcr+ngZGRl69xdmLTqWwqvzly5dKvZCoz6qynODLIOMUbRo0QK//PIL4uLijOrHwcFB73a1Wg1A8/ZZjRo1Sq0vOi+VnJpCSrt9UtinPoYOHYr169dj+/btGD16NB49eoTjx4+jTp06pV7xYehS9PZweRSeVx06dJC1Mk9p3zdysba2xpAhQ7By5UpERkZi4sSJ2LlzJ/Lz8/Huu++a/HhMxfD3X2D+/PNPBAcHIz4+HitWrMCnn35qUD8FBQVl7pdyrpuC8o4ndTzu7u5o165dmW30/cJFEZZBxii6du2KL774ArGxsbh586bJb4m+9NJLSExMxKhRo8r9pjWmpkGDBrh16xaSk5PxyiuvlNifkpJSaq2bmxu6deuGY8eO4cyZM7h06RJevHiBoKAgvbdQGKaQwqt3b7/9NgYOHGiSPuvXrw8ASE1NLbVNWfveeecdfPvtt/j5558xbtw4/Oc//wHAV7ktmZdffhmLFi3CBx98gO3bt2PkyJFo3Lix9hnV0qYKKus8sWQKf/Fyd3fH0qVLK3k0YsAvkDBG0bRpU+3r+IsXL8aLFy9M2n/hsxqFcxlWVE3hc4T79+8vsa9w9ZSyKPoiyX/+8x8oFAr+4cmUi5xztTzc3Nzg5uaG7OxsnDhxosT+U6dOlflQvIuLC3r37o3k5GSEhYXh9u3bCAgI4GdfLZxevXqhXbt2yM/PR3h4OADN3RFbW1skJSWVmG4I0D3TaioK5VOlUpm0X6n4+vqiVq1auHz5ssmfa7RUWAYZo1m4cCHq16+PU6dOYfz48bh582aJNvn5+Thz5ozkvocMGYIGDRrgxx9/xObNm0vI5osXL3DixAlcuHDBqJrBgwejWrVqOHLkCH799VftdrVajZUrV5b7G3Lnzp3h4eGBQ4cOITk5GZ06dUKjRo0k52WqFr169ULz5s1x5MgRfPnll3j+/Hmx/Wq1GhcuXMBvv/0mqd93330XABAWFlbsmaf09HS9b/P/ncJfbjZu3AiArwpSYdq0aQCAX375BcnJybCzs4Ofnx/++usv/PDDD8Xa7tixQ+8vx8ZQeNVa388Ic2JnZ4eJEyciNzcXoaGheseTmpqKLVu2VMLoKge+TcwYTb169bB161ZMmTIFUVFR6NevH5o1awYvLy/Y2tri0aNH+PPPP/HkyRPtsnSG4uzsjPDwcIwfPx6ff/45NmzYAKVSierVq+P+/fu4desWMjIy8PHHH2tXX5BT4+rqik8//RSffPIJQkND8eqrr8LNzQ1xcXFISkrC0KFDS51cGoD2SmDhD1r+4UmHdevWlbmCzNSpU2U/V2RtbY1vvvkGISEhWLt2LbZv3w4fHx/UqVMHDx8+xJ07d/Do0SMEBwfjH//4h8H9Fq60c/78efTu3Rvt27eHQqHA2bNn4eHhgTZt2uDSpUslpnIqxN/fH0qlEgkJCahTpw569+4tKx8jFv7+/ujSpQtOnjyJdevWYeHChZgyZQpGjx6NFStW4NChQ3B3d8eff/6JO3fuYPTo0dpfCExBr169sGvXLu1KU9WrVwegmQLJ3OsRjxo1Crdv38a2bdvw1ltvwcfHBw0bNkRWVhZSU1ORmJgIJyenUldnoQbLIGMSGjZsiMjISBw6dAgHDx5ETEwM/ve//6GgoAA1a9aEj48POnTogLfeekvyg/KFL6ls2bIFx44dw8WLF1FQUAAXFxe0atUKPXr0QJ8+fYyuGTRoEOrVq4c1a9YgLi4ON27cQOvWrfHFF1/gzz//LFMGAc2UHYDmt9/u3btLysiIS3m3ykaOHGnUQ+aF3ztbt27F4cOHcfXqVeTl5cHFxQVNmjTBmDFjJL/Fa2triw0bNiA8PBx79+7FiRMn4OLigoEDB2LatGkYMGAAFAoFatasWWofHTp0QEJCAj/7SowPP/wQJ0+eRGRkJCZNmoR27dphw4YNWL16NeLi4nDr1i288sor+Pe//40XL16YXAY//fRTbN++Hb/99htyc3MBAJMmTTK7DCoUCixcuBC9evXCtm3bcPnyZcTHx8PZ2Rmurq54//33i805Sx2FuqzXJBmGMZgvv/wSa9euxQcffICpU6dW9nAYRi8pKSno1asXPD09S70NqFKp0KNHDzx48ACHDx9G48aNzTxKhmHMCT8zyDAm4PHjx9i2bRtsbW0xdOjQyh4OwyAuLq7Eg/qPHj3C7NmzoVKp8Pbbb5dau3PnTty/fx//+Mc/WAQZpgrAt4kZxgg2bNiAhIQEnDlzBpmZmRgzZkypS9cxjDn5+OOP8fDhQ3h7e2ufQYyNjUV2djbatGlTYlmv9PR07Qsn//vf/2BjY6N94YBhGNqwDDKMEZw4cQLnzp1DvXr1MGbMGEyfPr2yh8QwAID3338f+/btw59//omMjAzY2trCy8sLffr0QXBwcInnALOysrBjxw7Y2tqiadOm+PDDD3kdYoapIvAzgwzDMAzDMFUYfmaQYRiGYRimCsMyyDAMwzAMU4VhGWQYhmEYhqnCsAwyDMMwDMNUYVgGGYZhGIZhqjAsgwzDMAzDMFUYlkGGYRiGYZgqDMsgwzAMwzBMFeb/AWQhMGFVetiEAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "colors = [\"#00a1de\", \"#009b3a\", \"#532A92\"]\n", + "hatch_style = \"//\"\n", + "\n", + "fig, ax = plt.subplots()\n", + "sns.barplot(df, x=\"strategy\", y=\"credits_consumed\", palette=colors, errorbar=None, hatch=hatch_style, ax=ax)\n", + "ax.xaxis.grid(True)\n", + "plt.xlabel(None)\n", + "plt.ylabel('Cost (gCO2e)')\n", + "plt.savefig(\"figures/prototype_credits_barplot.pdf\", bbox_inches='tight')\n", + "plt.show()\n", + "\n", + "fig, ax = plt.subplots()\n", + "sns.barplot(df, x=\"strategy\", y=\"energy_consumed\", palette=colors, errorbar=None, hatch=hatch_style, ax=ax)\n", + "ax.xaxis.grid(True)\n", + "plt.xlabel(None)\n", + "plt.ylabel('Energy Used (J)')\n", + "plt.savefig(\"figures/prototype_energy_barplot.pdf\", bbox_inches='tight')\n", + "plt.show()\n", + "\n", + "fig, ax = plt.subplots()\n", + "sns.barplot(df, x=\"strategy\", y=\"core_hours_consumed\", palette=colors, errorbar=None, hatch=hatch_style, ax=ax)\n", + "ax.xaxis.grid(True)\n", + "plt.xlabel(None)\n", + "plt.ylabel('Core-Seconds Used')\n", + "plt.savefig(\"figures/prototype_time_barplot.pdf\", bbox_inches='tight')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "8d3bdbad", + "metadata": {}, + "source": [ + "### Figure 12. Prototype Task Distribution" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "721d3005", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df = df.fillna(0)\n", + "df_avg = df[[\"strategy\",\"Cascade Lake\", \"Desktop\", \"Zen3\"]].groupby(\"strategy\", sort=False).mean()\n", + "\n", + "hatch_style = \"//\"\n", + "colors = [\"#CC8963\", \"#5F9E6E\", \"#B27AE4\"]\n", + "df_avg.plot(kind=\"bar\", stacked=True, color=colors, hatch=hatch_style)\n", + "plt.legend(['Cascade Lake', 'Desktop', 'Zen3'], ncol=3, loc=(0.025, -0.25), fontsize=14)\n", + "plt.xlabel(None)\n", + "plt.ylabel('Number of Jobs')\n", + "plt.xticks(rotation=360)\n", + "\n", + "plt.savefig(\"figures/prototype_machine_dist_barplot.pdf\", bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 594, + "id": "c17f68a2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Credit0.230011733.4160
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" + ], + "text/plain": [ + " credits_consumed energy_consumed\n", + "strategy \n", + "Credit 0.230011 733.4160\n", + "Energy 0.278093 606.5664\n", + "Runtime 0.263021 905.5416" + ] + }, + "execution_count": 594, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[[\"strategy\",\"credits_consumed\", \"energy_consumed\"]].groupby(\"strategy\").mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 590, + "id": "a9946642", + "metadata": {}, + "outputs": [], + "source": [ + "jobs = pd.read_csv(\"results/job_log.csv\", index_col=0)\n", + "jobs[\"endpoint_id\"] = jobs[\"endpoint_id\"].replace(endpoint_id_map)\n", + "\n", + "jobs[\"power\"] = jobs[\"energy_consumed\"] / jobs[\"running_duration\"]\n", + "jobs[\"predicted_power\"] = jobs[\"predicted_energy\"] / jobs[\"predicted_runtime\"]\n", + "jobs[\"adj_power\"] = jobs[\"power\"]\n", + "jobs.loc[jobs[\"endpoint_id\"] == \"Desktop\", [\"adj_power\", \"predicted_power\"]] += (5/16)\n", + "jobs.loc[jobs[\"endpoint_id\"] == \"Cascade Lake\", [\"adj_power\", \"predicted_power\"]] += (136/48)\n", + "jobs.loc[jobs[\"endpoint_id\"] == \"Ice Lake\", [\"adj_power\", \"predicted_power\"]] += (190/80)\n", + "jobs.loc[jobs[\"endpoint_id\"] == \"Zen3\", [\"adj_power\", \"predicted_power\"]] += (120/128)\n", + "jobs[\"energy_consumed\"] = jobs[\"adj_power\"] * jobs[\"running_duration\"]\n", + "jobs[\"predicted_energy\"] = jobs[\"predicted_power\"] * jobs[\"predicted_runtime\"]\n", + "\n", + "jobs[\"energy_credit_per_sec\"] = 0\n", + "jobs.loc[jobs[\"endpoint_id\"] == \"Desktop\", \"energy_credit_per_sec\"] = (65/16) + jobs.loc[jobs[\"endpoint_id\"] == \"Desktop\", \"adj_power\"]\n", + "jobs.loc[jobs[\"endpoint_id\"] == \"Cascade Lake\", \"energy_credit_per_sec\"] = (410/48) + jobs.loc[jobs[\"endpoint_id\"] == \"Cascade Lake\", \"adj_power\"]\n", + "jobs.loc[jobs[\"endpoint_id\"] == \"Ice Lake\", \"energy_credit_per_sec\"] = (410/80) + jobs.loc[jobs[\"endpoint_id\"] == \"Ice Lake\", \"adj_power\"]\n", + "jobs.loc[jobs[\"endpoint_id\"] == \"Zen3\", \"energy_credit_per_sec\"] = (560/128) + jobs.loc[jobs[\"endpoint_id\"] == \"Zen3\", \"adj_power\"]\n", + "jobs.loc[:, \"energy_credit_per_sec\"] /= 2\n", + "jobs[\"energy_credit\"] = jobs[\"energy_credit_per_sec\"] * jobs[\"running_duration\"]\n", + "\n", + "cpu_single_thread_perf = {\n", + " \"Desktop\": 2907,\n", + " \"Cascade Lake\": 2286,\n", + " \"Ice Lake\": 2385,\n", + " \"Zen3\": 2527\n", + "}\n", + "jobs[\"CPU_Perf\"] = jobs[\"endpoint_id\"]\n", + "jobs[\"CPU_Perf\"] = jobs[\"CPU_Perf\"].replace(cpu_single_thread_perf)\n", + "jobs[\"peak_perf_charge\"] = jobs[\"running_duration\"] * jobs[\"CPU_Perf\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 596, + "id": "7a5ba3e4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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task_idendpoint_iduser_idfunction_idtask_statuspredicted_runtimepredicted_energypredicted_creditsrunning_durationenergy_consumed...ref_cyclestime_completednamepowerpredicted_poweradj_powerenergy_credit_per_secenergy_creditCPU_Perfpeak_perf_charge
012462cec-90da-4afe-96f6-0690360c6b59Zen3user_1c9a8018d-6dc9-43b6-9f88-a93882a72071finished5.45737022.8973840.0054336.04009014.146964...0.000000e+002024-03-21 19:30:29cholesy_decomposition1.4046784.1956812.3421783.35858920.286179252715263.307430
122e90339-25da-4c94-bba8-956014361aceZen3user_0a793b0c5-8696-4b44-970a-1456b20b0af7finished0.6498911.7809630.0005240.5949110.569436...0.000000e+002024-03-21 19:30:29molecular_dynamics_ie0.0196782.7404020.9571782.6660891.58608625271503.340097
249f3530b-55de-4f22-b554-a67cd03d7d34Zen3user_21947b1b3-7862-442d-abe2-21c4773c3c53finished3.32509019.3018720.0040083.21067015.475103...0.000000e+002024-03-21 19:30:29graph_pagerank3.8823985.8049174.8198984.59744914.76089225278113.363090
39d61e676-c35d-4bc8-99fb-0232c35ece67Zen3user_21bafe132-62fe-4ceb-b01c-d4b39f41c31dfinished3.32509019.3018720.0040083.34299016.937053...0.000000e+002024-03-21 19:30:29graph_pagerank4.1289385.8049175.0664384.72071915.78131725278447.735730
4b96cf85e-9097-43f7-b689-d890d2079db6Zen3user_13f4d0194-42d1-43ec-b203-80e9145c4a87finished5.45737022.8973840.0054336.16153012.855474...0.000000e+002024-03-21 19:30:29cholesy_decomposition1.1489094.1956812.0864093.23070519.906084252715570.186310
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131697688597-1e95-4db7-99cc-c31af0a7516aDesktopuser_057b55535-8b3d-47b5-b9bd-53ed8888b34ffinished23.032000118.8755000.02502914.73390061.298144...3.840230e+102024-03-21 14:01:41dna_visualization3.8478475.1613194.1603474.11142460.577306290742831.447300
1317a3589052-3330-4acc-b2dc-ac348a220bf9Desktopuser_0f39e202a-aee1-4ee3-9b4b-3f20966d4cf8finished14.58610026.8592560.00994516.15270016.524419...3.585580e+092024-03-21 14:01:41molecular_dynamics_ie0.7105131.8414281.0230132.54275641.072381290746955.898900
1318c5e6a388-21f7-4d0e-aad4-1e2284670f3fDesktopuser_087d9095f-ed3e-4001-89ff-df3c2e6b0274finished8.19721017.4275280.0058745.3630007.643928...3.897470e+092024-03-21 14:01:41cholesy_decomposition1.1128082.1260321.4253082.74390414.715558290715590.241000
13198c72663f-f427-4e72-a61a-3d0912cc0fa7Desktopuser_0e5046ab2-9e41-42ec-ac79-5af03884e79afinished8.19721017.4275280.0058743.88905011.401028...3.755990e+092024-03-21 14:01:13cholesy_decomposition2.6190712.1260322.9315713.49703613.600147290711305.468350
13206383d281-4345-41d1-bfb5-30680cffce6aDesktopuser_06a76c559-4058-4ef5-8919-20949808bd8bfinished7.20193014.2098030.0050263.6413708.729998...2.432990e+092024-03-21 14:01:12matrix_multiplication2.0849491.9730552.3974493.22997411.761532290710585.462590
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1321 rows × 24 columns

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" + ], + "text/plain": [ + " task_id endpoint_id user_id \\\n", + "0 12462cec-90da-4afe-96f6-0690360c6b59 Zen3 user_1 \n", + "1 22e90339-25da-4c94-bba8-956014361ace Zen3 user_0 \n", + "2 49f3530b-55de-4f22-b554-a67cd03d7d34 Zen3 user_2 \n", + "3 9d61e676-c35d-4bc8-99fb-0232c35ece67 Zen3 user_2 \n", + "4 b96cf85e-9097-43f7-b689-d890d2079db6 Zen3 user_1 \n", + "... ... ... ... \n", + "1316 97688597-1e95-4db7-99cc-c31af0a7516a Desktop user_0 \n", + "1317 a3589052-3330-4acc-b2dc-ac348a220bf9 Desktop user_0 \n", + "1318 c5e6a388-21f7-4d0e-aad4-1e2284670f3f Desktop user_0 \n", + "1319 8c72663f-f427-4e72-a61a-3d0912cc0fa7 Desktop user_0 \n", + "1320 6383d281-4345-41d1-bfb5-30680cffce6a Desktop user_0 \n", + "\n", + " function_id task_status predicted_runtime \\\n", + "0 c9a8018d-6dc9-43b6-9f88-a93882a72071 finished 5.457370 \n", + "1 a793b0c5-8696-4b44-970a-1456b20b0af7 finished 0.649891 \n", + "2 1947b1b3-7862-442d-abe2-21c4773c3c53 finished 3.325090 \n", + "3 1bafe132-62fe-4ceb-b01c-d4b39f41c31d finished 3.325090 \n", + "4 3f4d0194-42d1-43ec-b203-80e9145c4a87 finished 5.457370 \n", + "... ... ... ... \n", + "1316 57b55535-8b3d-47b5-b9bd-53ed8888b34f finished 23.032000 \n", + "1317 f39e202a-aee1-4ee3-9b4b-3f20966d4cf8 finished 14.586100 \n", + "1318 87d9095f-ed3e-4001-89ff-df3c2e6b0274 finished 8.197210 \n", + "1319 e5046ab2-9e41-42ec-ac79-5af03884e79a finished 8.197210 \n", + "1320 6a76c559-4058-4ef5-8919-20949808bd8b finished 7.201930 \n", + "\n", + " predicted_energy predicted_credits running_duration energy_consumed \\\n", + "0 22.897384 0.005433 6.040090 14.146964 \n", + "1 1.780963 0.000524 0.594911 0.569436 \n", + "2 19.301872 0.004008 3.210670 15.475103 \n", + "3 19.301872 0.004008 3.342990 16.937053 \n", + "4 22.897384 0.005433 6.161530 12.855474 \n", + "... ... ... ... ... \n", + "1316 118.875500 0.025029 14.733900 61.298144 \n", + "1317 26.859256 0.009945 16.152700 16.524419 \n", + "1318 17.427528 0.005874 5.363000 7.643928 \n", + "1319 17.427528 0.005874 3.889050 11.401028 \n", + "1320 14.209803 0.005026 3.641370 8.729998 \n", + "\n", + " ... ref_cycles time_completed name power \\\n", + "0 ... 0.000000e+00 2024-03-21 19:30:29 cholesy_decomposition 1.404678 \n", + "1 ... 0.000000e+00 2024-03-21 19:30:29 molecular_dynamics_ie 0.019678 \n", + "2 ... 0.000000e+00 2024-03-21 19:30:29 graph_pagerank 3.882398 \n", + "3 ... 0.000000e+00 2024-03-21 19:30:29 graph_pagerank 4.128938 \n", + "4 ... 0.000000e+00 2024-03-21 19:30:29 cholesy_decomposition 1.148909 \n", + "... ... ... ... ... ... \n", + "1316 ... 3.840230e+10 2024-03-21 14:01:41 dna_visualization 3.847847 \n", + "1317 ... 3.585580e+09 2024-03-21 14:01:41 molecular_dynamics_ie 0.710513 \n", + "1318 ... 3.897470e+09 2024-03-21 14:01:41 cholesy_decomposition 1.112808 \n", + "1319 ... 3.755990e+09 2024-03-21 14:01:13 cholesy_decomposition 2.619071 \n", + "1320 ... 2.432990e+09 2024-03-21 14:01:12 matrix_multiplication 2.084949 \n", + "\n", + " predicted_power adj_power energy_credit_per_sec energy_credit \\\n", + "0 4.195681 2.342178 3.358589 20.286179 \n", + "1 2.740402 0.957178 2.666089 1.586086 \n", + "2 5.804917 4.819898 4.597449 14.760892 \n", + "3 5.804917 5.066438 4.720719 15.781317 \n", + "4 4.195681 2.086409 3.230705 19.906084 \n", + "... ... ... ... ... \n", + "1316 5.161319 4.160347 4.111424 60.577306 \n", + "1317 1.841428 1.023013 2.542756 41.072381 \n", + "1318 2.126032 1.425308 2.743904 14.715558 \n", + "1319 2.126032 2.931571 3.497036 13.600147 \n", + "1320 1.973055 2.397449 3.229974 11.761532 \n", + "\n", + " CPU_Perf peak_perf_charge \n", + "0 2527 15263.307430 \n", + "1 2527 1503.340097 \n", + "2 2527 8113.363090 \n", + "3 2527 8447.735730 \n", + "4 2527 15570.186310 \n", + "... ... ... \n", + "1316 2907 42831.447300 \n", + "1317 2907 46955.898900 \n", + "1318 2907 15590.241000 \n", + "1319 2907 11305.468350 \n", + "1320 2907 10585.462590 \n", + "\n", + "[1321 rows x 24 columns]" + ] + }, + "execution_count": 596, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "jobs" + ] + }, + { + "cell_type": "markdown", + "id": "27582a2f", + "metadata": {}, + "source": [ + "### Table VI: Stability " + ] + }, + { + "cell_type": "code", + "execution_count": 570, + "id": "f00743cd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Runtime Prediction Error: 0.07967244502658158\n", + "Runtime Prediction Error: 0.25750442731276413\n", + "Runtime Prediction Error: 0.09407558395755093\n" + ] + } + ], + "source": [ + "pred_jobs = jobs[:240] # Limit to jobs in the workload\n", + "\n", + "def smae(df, c1, c2):\n", + " return np.mean(np.abs(df[c1] - df[c2])/(df[c1] + df[c2]))\n", + "\n", + "print(\"Runtime Prediction Error: \", smae(pred_jobs, \"running_duration\", \"predicted_runtime\"))\n", + "print(\"Runtime Prediction Error: \", smae(pred_jobs, \"energy_consumed\", \"predicted_energy\"))\n", + "print(\"Runtime Prediction Error: \", smae(pred_jobs, \"credits_consumed\", \"predicted_credits\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 571, + "id": "7520cff1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "running_duration 0.088987\n", + "energy_consumed 0.205613\n", + "credits_consumed 0.117593\n", + "dtype: float64" + ] + }, + "execution_count": 571, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "perc_dev = pred_jobs.groupby([\"endpoint_id\", \"name\"]).std(numeric_only=True)[[\"running_duration\", \"energy_consumed\", \"credits_consumed\"]] / jobs.groupby([\"endpoint_id\", \"name\"]).mean(numeric_only=True)[[\"running_duration\", \"energy_consumed\", \"credits_consumed\"]]\n", + "perc_dev.mean(axis=0)" + ] + }, + { + "cell_type": "markdown", + "id": "4e39d40b", + "metadata": {}, + "source": [ + "### Table V: Worked Cost Example" + ] + }, + { + "cell_type": "code", + "execution_count": 569, + "id": "6a7196d3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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running_durationenergy_consumedadj_powerenergy_creditpeak_perf_chargecredits_consumed
endpoint_idname
Cascadelakecholesy_decomposition4.60879535.8082797.82263537.58753610535.7061070.005789
Desktopcholesy_decomposition5.19912718.3049293.68308519.71319115113.8620010.004874
Icelakecholesy_decomposition4.68818519.7027294.20347521.86483911181.3212250.005348
Zen3cholesy_decomposition5.65034016.8455203.02416120.78288014278.4104440.005492
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" + ], + "text/plain": [ + " running_duration energy_consumed \\\n", + "endpoint_id name \n", + "Cascadelake cholesy_decomposition 4.608795 35.808279 \n", + "Desktop cholesy_decomposition 5.199127 18.304929 \n", + "Icelake cholesy_decomposition 4.688185 19.702729 \n", + "Zen3 cholesy_decomposition 5.650340 16.845520 \n", + "\n", + " adj_power energy_credit peak_perf_charge \\\n", + "endpoint_id name \n", + "Cascadelake cholesy_decomposition 7.822635 37.587536 10535.706107 \n", + "Desktop cholesy_decomposition 3.683085 19.713191 15113.862001 \n", + "Icelake cholesy_decomposition 4.203475 21.864839 11181.321225 \n", + "Zen3 cholesy_decomposition 3.024161 20.782880 14278.410444 \n", + "\n", + " credits_consumed \n", + "endpoint_id name \n", + "Cascadelake cholesy_decomposition 0.005789 \n", + "Desktop cholesy_decomposition 0.004874 \n", + "Icelake cholesy_decomposition 0.005348 \n", + "Zen3 cholesy_decomposition 0.005492 " + ] + }, + "execution_count": 569, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_df = jobs.groupby([\"endpoint_id\", \"name\"]).mean(numeric_only=True)[[\"running_duration\", \"energy_consumed\", \"adj_power\", \"energy_credit\", \"peak_perf_charge\", \"credits_consumed\"]]\n", + "grouped_df.loc[(slice(None), \"cholesy_decomposition\"), :]" + ] + }, + { + "cell_type": "markdown", + "id": "07ce3c3c", + "metadata": {}, + "source": [ + "## Additional Figures:" + ] + }, + { + "cell_type": "code", + "execution_count": 538, + "id": "76cbc4ac", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x = np.linspace(0, 1, 100)\n", + "y = 2/(1+x)\n", + "energy_reduction = (1- (x * y))\n", + "sns.lineplot(x=energy_reduction, y=y)\n", + "plt.xlabel(\"Energy Reduction (%)\")\n", + "plt.ylabel(\"Tolerable Slowdown (%)\")\n", + "plt.savefig('figures/energy_slowdown_tradeoff.pdf', bbox_inches='tight')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/data/job_log.csv b/notebooks/data/job_log.csv new file mode 100644 index 0000000..1a2c00f --- /dev/null +++ b/notebooks/data/job_log.csv @@ -0,0 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19:29:39,matrix_multiplication +92,f26def80-4e04-44d5-82eb-8772e1212946,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,7576aa8f-be90-4a55-938e-4e8d0389ef66,finished,2.13467,15.4117,0.00272434,2.19839,12.5807,0.00290273,9.58334e+16,1.05751e+18,3.95135e+18,3.04746e+18,2024-03-21 19:29:39,matrix_multiplication +93,f3af7678-373e-4b0e-9c2b-a98ceb40e272,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,c3b3300c-6bd5-4f9b-8e56-f001c84498a1,finished,0.649891,1.17169,0.000523619,0.528167,0.0519725,0.000384042,0.0,0.0,0.0,0.0,2024-03-21 19:29:39,molecular_dynamics_ie +94,f69f76ae-1362-49c1-a097-66cb9294d619,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,4a2fcd7e-9d7e-4f23-9f09-1c2295c3c0e7,finished,4.5599,36.1478,0.00608077,4.49469,25.2717,0.00586999,3516750000000000.0,2.27534e+17,1.90623e+17,1.72285e+17,2024-03-21 19:29:39,cholesy_decomposition 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+99,bed925ac-2092-4492-8d97-631979773ee1,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,de1ecf98-0f06-4cad-98ea-dd4f69ccc1d9,finished,0.649891,1.17169,0.000523619,0.511194,0.0117707,0.000366675,0.0,0.0,0.0,0.0,2024-03-21 19:29:38,molecular_dynamics_ie +100,cabfa64a-d421-4e9a-bcf6-d82b97fa4c65,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,268b4141-e24a-49d8-9ab1-d01858bba784,finished,5.47541,19.9713,0.00514791,2.88575,9.89743,0.00268493,0.0,0.0,0.0,0.0,2024-03-21 19:29:38,cholesy_decomposition +101,37bc11f0-61aa-4471-b53c-3e440cf1f3c8,1a302149-7bef-40fe-9dc1-08ae540dc719,user_1,f6d92b8b-f72c-4334-a481-6c36dcf050d0,finished,0.649891,1.17169,0.000523619,0.520978,0.049799,0.000378624,0.0,0.0,0.0,0.0,2024-03-21 19:29:33,molecular_dynamics_ie +102,43014120-21cc-4076-8514-75189becede8,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,55661cc7-bd6f-4e41-8236-fe575858e289,finished,5.47541,19.9713,0.00514791,2.65869,8.9007,0.00244708,0.0,0.0,0.0,0.0,2024-03-21 19:29:33,cholesy_decomposition +103,fec0d6f0-2657-44a3-a916-ef89e7867088,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,861218b3-3581-418b-bcc8-d879e6eb0e4d,finished,2.13467,14.503,0.00265076,2.07612,8.45938,0.00245061,0.0,0.0,0.0,0.0,2024-03-21 19:29:33,matrix_multiplication +104,16fa3602-db31-4a38-8201-5dd86d64aa71,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,8738e98d-b274-4b57-b6c3-2966b10c59fa,finished,2.13467,14.503,0.00265076,1.9873,7.99557,0.00233752,0.0,0.0,0.0,0.0,2024-03-21 19:29:32,matrix_multiplication +105,2c431194-9913-4e0e-b868-6156fce99d57,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,1a9b32e1-66c5-4802-9a22-2a70d2283450,finished,5.47541,19.9713,0.00514791,2.4787,9.07384,0.00237602,0.0,0.0,0.0,0.0,2024-03-21 19:29:32,cholesy_decomposition +106,35169c5e-0112-45be-ab5b-fcca1e7fc0b6,1a302149-7bef-40fe-9dc1-08ae540dc719,user_1,bc84eab0-c70f-48e7-ba67-27da7c60b693,finished,0.649891,1.17169,0.000523619,0.546255,0.0107932,0.000391591,0.0,0.0,0.0,0.0,2024-03-21 19:29:32,molecular_dynamics_ie +107,40275bdf-144d-4225-9961-8f3ca7a983c5,1a302149-7bef-40fe-9dc1-08ae540dc719,user_1,14a4bc8d-b78a-4afb-9dab-0963fe9b0f66,finished,3.32509,16.1846,0.00400795,2.90187,11.0013,0.00350753,0.0,0.0,0.0,0.0,2024-03-21 19:29:32,graph_pagerank +108,a21f9c3b-222a-4188-983a-169b2eb063ed,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,28a5989c-29b2-49a2-996f-de574c3a9b80,finished,4.47867,23.4143,0.00499353,7.37373,39.7132,0.00956362,9723910.0,767708000.0,437940000.0,408070000.0,2024-03-21 19:29:32,cholesy_decomposition +109,c8066b27-9ba6-4b04-8c07-bf56c8c1a264,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,518b69af-2af7-4461-b810-c586c858076a,finished,2.13467,14.503,0.00265076,2.0923,10.8294,0.00265628,0.0,0.0,0.0,0.0,2024-03-21 19:29:32,matrix_multiplication +110,e4b77dfe-944a-4c0f-a94b-cc278fa0fb8c,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,aac2725a-782e-43a3-a9e8-ff7cfc8b8c45,finished,5.47541,19.9713,0.00514791,2.71613,10.5464,0.0026772,0.0,0.0,0.0,0.0,2024-03-21 19:29:32,cholesy_decomposition +111,fc9b991f-f625-45d4-8ce9-9f6990b1fd31,1a302149-7bef-40fe-9dc1-08ae540dc719,user_2,517d8986-baeb-4e8f-98f4-31d7b6e96198,finished,0.649891,1.17169,0.000523619,0.520897,0.00880694,0.000373219,0.0,0.0,0.0,0.0,2024-03-21 19:29:32,molecular_dynamics_ie +112,ff44ac8f-d91b-49ce-b0ed-57060a53f0df,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,12403428-2968-4f1a-a75c-7f5d408f05b2,finished,2.13467,15.4117,0.00272434,2.17253,11.533,0.00279588,2828830.0,241705000.0,119595000.0,112053000.0,2024-03-21 19:29:32,matrix_multiplication +113,1db82f93-9fba-4582-a252-3ec871d94bc7,1a302149-7bef-40fe-9dc1-08ae540dc719,user_1,b124fe7d-2f74-4744-acbf-bff3ac281f4c,finished,3.73698,7.56256,0.00311851,4.3111,2.98613,0.00346881,0.0,0.0,0.0,0.0,2024-03-21 19:29:31,matrix_multiplication +114,3ba429b1-cd7b-401c-8278-5335df99f579,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,e29c536a-d969-4a6e-9bec-b7529922ba11,finished,4.5599,34.2068,0.0059236,4.76503,25.2932,0.00610048,0.0,0.0,0.0,0.0,2024-03-21 19:29:31,cholesy_decomposition +115,5323b06b-954c-4da2-9be0-9f19f9dda37a,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,cfb34dfc-88de-4650-bc88-e4875effeae0,finished,5.47541,19.9713,0.00514791,2.4537,9.18557,0.00237684,0.0,0.0,0.0,0.0,2024-03-21 19:29:31,cholesy_decomposition +116,5f7767f6-e669-4fe6-8058-2e40a2f254f8,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,ff433ca9-7c56-4252-b4f8-4fade8d6cd16,finished,5.47541,19.9713,0.00514791,2.8133,10.0958,0.00267201,0.0,0.0,0.0,0.0,2024-03-21 19:29:31,cholesy_decomposition +117,70898c86-cd2d-4e2a-aff8-f3bbd870c964,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,fd8dcf01-d9d7-4eea-b8a6-f4c388c0f08e,finished,4.5599,34.2068,0.0059236,5.40456,24.0559,0.00654417,0.0,0.0,0.0,0.0,2024-03-21 19:29:31,cholesy_decomposition +118,b9f67656-1836-4e69-8878-b0dee552a31e,1a302149-7bef-40fe-9dc1-08ae540dc719,user_1,0bc15c5d-b792-448f-a536-2dcffec16e52,finished,3.73698,7.56256,0.00311851,4.00108,1.48514,0.00305162,0.0,0.0,0.0,0.0,2024-03-21 19:29:31,matrix_multiplication +119,bc5a8780-1a21-40c4-b84c-6cf1bcb8bc0a,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,3027c8d1-eef7-4760-aa74-ef14b562da15,finished,3.32509,16.1846,0.00400795,3.03657,11.1515,0.00362333,0.0,0.0,0.0,0.0,2024-03-21 19:29:31,graph_pagerank +120,d2d6c03b-3044-4e47-a8ad-ef8cb9aa1da1,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,9f4361a5-0fbc-4e2f-a09d-6c9647d25882,finished,0.649891,1.17169,0.000523619,0.806575,0.871363,0.000689768,0.0,0.0,0.0,0.0,2024-03-21 19:29:31,molecular_dynamics_ie +121,ea22c225-8699-44ab-983f-0b5cea5a1f98,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,ae8f2116-3449-4f8e-be14-f4d3c5ae8433,finished,4.5599,34.2068,0.0059236,4.09137,23.1499,0.00535401,0.0,0.0,0.0,0.0,2024-03-21 19:29:31,cholesy_decomposition +122,f6463990-82df-4a2d-8cc8-c942ee1eae99,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,0cdc6fe4-fb93-4364-be97-5afa6e150a93,finished,2.13467,14.503,0.00265076,2.07046,10.5013,0.00261114,0.0,0.0,0.0,0.0,2024-03-21 19:29:31,matrix_multiplication +123,2f3f8302-57f3-4542-bf47-af32e8f61a1a,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,7fbcc9e7-b7d6-4a1e-83e9-887380b4e78b,finished,0.649891,1.17169,0.000523619,0.532361,0.00913151,0.000381451,0.0,0.0,0.0,0.0,2024-03-21 19:29:30,molecular_dynamics_ie +124,30fca584-d5b1-4847-aa6f-85f9c6ceb52e,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,eff622e9-d54a-4d43-9594-f0dbc2042fdb,finished,2.13467,14.503,0.00265076,2.65133,11.7957,0.00320995,0.0,0.0,0.0,0.0,2024-03-21 19:29:30,matrix_multiplication +125,3d6168bc-4d13-4b32-a853-b2598a98e3d6,1a302149-7bef-40fe-9dc1-08ae540dc719,user_1,8e98f7a4-2d2c-4181-bbda-a14dc9dced90,finished,3.73698,7.56256,0.00311851,4.35204,1.68338,0.00332816,0.0,0.0,0.0,0.0,2024-03-21 19:29:30,matrix_multiplication +126,6b83d482-57c4-4773-a334-84d80423879d,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,23eea87d-b6cd-4d5e-b33a-c9d0728eacaa,finished,2.13467,14.503,0.00265076,2.19101,9.42966,0.00262689,0.0,0.0,0.0,0.0,2024-03-21 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19:24:05,cholesy_decomposition +390,7cc7d51f-c467-47a1-8cb6-edd7c48ed131,1a302149-7bef-40fe-9dc1-08ae540dc719,user_2,5f741c16-2a8b-43cb-8348-7a0d44bdc388,finished,0.673419,1.32285,0.000556757,0.554563,0.0162016,0.000396604,0.0,0.0,0.0,0.0,2024-03-21 19:24:05,molecular_dynamics_ie +391,837609df-f9c0-4e54-a4bb-607a339f2768,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,f294fa15-37b0-41f6-b898-9a56f57b7139,finished,2.08963,14.8624,0.00264871,2.52235,11.131,0.00309909,0.0,0.0,0.0,0.0,2024-03-21 19:24:05,matrix_multiplication +392,a761e475-78f1-4d4e-bd3f-6d0a82c4cf58,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,39c9f502-ac96-4e7b-ae2e-e7d110f608fb,finished,4.47867,23.4143,0.00499353,4.31987,20.0712,0.00538922,32246800.0,1216610000.0,1652800000.0,1345850000.0,2024-03-21 19:24:05,cholesy_decomposition 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19:24:03,graph_pagerank +416,9645813f-95cf-40a6-9a28-d52712690af0,1a302149-7bef-40fe-9dc1-08ae540dc719,user_1,6f8ee80f-d417-4cc8-a9ce-b6db00610dba,finished,5.02439,18.2231,0.00524339,6.13652,7.50192,0.00534361,0.0,0.0,0.0,0.0,2024-03-21 19:24:03,cholesy_decomposition +417,99398125-5efc-4be5-91f5-4440ec3ae2c7,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,f29befc3-a5d3-40d6-9f36-b1e252c93f85,finished,2.08963,14.8624,0.00264871,2.10092,5.14471,0.00224716,0.0,0.0,0.0,0.0,2024-03-21 19:24:03,matrix_multiplication +418,a9960977-2de5-42dd-9a2e-24dfb80fb6f9,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,f1e5bcd1-3596-47b0-8ad6-7b1e52ef4ea2,finished,0.673419,1.32285,0.000556757,0.562746,0.0167831,0.000402501,0.0,0.0,0.0,0.0,2024-03-21 19:24:03,molecular_dynamics_ie +419,abcfc0b6-8449-4f75-9951-fe81fcf58111,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,737f6d5a-ed29-4a20-bfa5-04849b824017,finished,3.34288,16.1404,0.00401234,3.04721,11.9698,0.00372871,0.0,0.0,0.0,0.0,2024-03-21 19:24:03,graph_pagerank 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19:24:02,graph_pagerank +424,20794602-c2ae-4475-8e4d-92321902a72d,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,f5880e38-5a5e-416e-ab50-d10eb0ed285e,finished,3.34288,16.1404,0.00401234,3.54936,14.3865,0.00440108,0.0,0.0,0.0,0.0,2024-03-21 19:24:02,graph_pagerank +425,37502324-8d96-4e77-af90-8d02cec528d3,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,566daf08-c042-4a7a-9d35-70736734270d,finished,2.08963,15.8369,0.00272762,2.38669,8.83377,0.00279487,1685690.0,2414330000.0,727699000.0,662264000.0,2024-03-21 19:24:02,matrix_multiplication +426,43f289d7-7265-4640-b7ba-fbb263621ab4,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,228cf28a-3b8d-4d57-b10c-f60caa4c3243,finished,4.47867,25.5031,0.00516266,4.31993,25.2478,0.0057937,36377300.0,2463290000.0,2480910000.0,1963810000.0,2024-03-21 19:24:02,cholesy_decomposition 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19:24:01,graph_pagerank +434,ae9a77af-a997-4982-85e0-7bdb0809f152,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,c5a7e2dc-453c-4ef5-be20-83892e7dd94d,finished,2.08963,14.8624,0.00264871,2.26783,10.2437,0.00280547,0.0,0.0,0.0,0.0,2024-03-21 19:24:01,matrix_multiplication +435,b1b3e891-011b-45c0-b711-8e3015ea4f2a,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,08cea971-1fe4-4074-b875-86d701495eb0,finished,2.08963,15.8369,0.00272762,2.22369,10.353,0.00274717,1302140.0,2815240000.0,845237000.0,765703000.0,2024-03-21 19:24:01,matrix_multiplication +436,cc2b29e7-81e0-4e00-a57a-ca2a6365ba9c,1a302149-7bef-40fe-9dc1-08ae540dc719,user_2,3eafa82f-f5bf-4997-abff-92b0efe6137f,finished,3.34288,16.1404,0.00401234,3.14108,12.7257,0.00389406,0.0,0.0,0.0,0.0,2024-03-21 19:24:01,graph_pagerank 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+440,0a0394bf-f710-4cb7-8cc2-342cc740ed2e,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,b1d04114-4ee5-4273-8e35-05c5d06bc1aa,finished,4.47867,25.5031,0.00516266,3.93111,33.4652,0.00608676,56609800.0,558415000.0,2378690000.0,1827030000.0,2024-03-21 19:23:56,cholesy_decomposition +441,125a8180-0956-4ce1-83eb-fc50e49cda0e,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,a6d4fbdf-e9e7-4388-808b-59d37d3c1f0a,finished,2.08963,15.8369,0.00272762,2.33716,10.1844,0.00286108,1566720.0,2468320000.0,742382000.0,633385000.0,2024-03-21 19:23:56,matrix_multiplication +442,31e89716-d271-4855-a9dc-feb6e1395c25,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,787bbfcd-adc8-4ee8-a5ed-9cd2849b6b80,finished,2.08963,14.8624,0.00264871,2.13001,12.8192,0.00289393,0.0,0.0,0.0,0.0,2024-03-21 19:23:56,matrix_multiplication +443,404de556-7158-4f5a-9435-ecbb275ef419,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,edf01a78-63f7-4eee-9bed-7bbccffc1fb6,finished,4.47867,23.4143,0.00499353,4.3564,14.9762,0.00500849,0.0,0.0,0.0,0.0,2024-03-21 19:23:56,cholesy_decomposition +444,5143622d-c3a4-477b-ac64-9132addeadff,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,16faea3f-2036-4b51-acf5-5621c1792890,finished,2.08963,15.8369,0.00272762,2.34782,11.8056,0.00297136,1598550.0,3004560000.0,905166000.0,687000000.0,2024-03-21 19:23:56,matrix_multiplication +445,642c5627-8a18-44cf-b00d-f1a55a51b82a,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,4de776a9-e963-4ed4-8c68-ac1e74c12c5b,finished,2.08963,15.8369,0.00272762,2.2633,6.57465,0.00250444,1616860.0,2440020000.0,735201000.0,627295000.0,2024-03-21 19:23:56,matrix_multiplication +446,86758efa-cf5d-4424-8e75-e728dd7d12c9,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,ff19ee9e-9b43-43aa-a19b-a89d8180a4b5,finished,4.47867,23.4143,0.00499353,5.90647,20.6144,0.00681564,0.0,0.0,0.0,0.0,2024-03-21 19:23:56,cholesy_decomposition +447,ee1d8f55-c4fa-451c-8940-c01bba76429a,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,373d477a-f6f5-470b-b4ec-8490bb79f665,finished,2.08963,14.8624,0.00264871,2.13635,5.01826,0.00226779,0.0,0.0,0.0,0.0,2024-03-21 19:23:56,matrix_multiplication +448,2f2bd804-fcd5-4107-a500-02c80b8ba2ad,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,48381f52-eae8-4ed8-b3d4-245c5a94f20f,finished,4.47867,25.5031,0.00516266,4.10171,21.9084,0.00529976,50953900.0,549074000.0,2117270000.0,1631670000.0,2024-03-21 19:23:55,cholesy_decomposition +449,4dd4eb9b-5525-4408-a264-2e763c209179,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,e3731f52-ca59-4c5d-9acf-d23b9c576c46,finished,2.08963,14.8624,0.00264871,2.20562,10.911,0.00280529,1776180.0,2605140000.0,783303000.0,598270000.0,2024-03-21 19:23:55,matrix_multiplication +450,6288bf9e-54a7-47ca-ac9f-ff48f8041ce9,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,a195ddbf-dc11-47d0-8414-680d79583a37,finished,4.47867,23.4143,0.00499353,4.37364,29.1006,0.00616721,0.0,0.0,0.0,0.0,2024-03-21 19:23:55,cholesy_decomposition +451,9094e628-5cb0-4426-8f00-d3f866d4b64f,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,357228f2-685b-4702-8145-ef3616686308,finished,4.47867,25.5031,0.00516266,6.13659,36.7404,0.00824567,7755970.0,245746000.0,466762000.0,385924000.0,2024-03-21 19:23:55,cholesy_decomposition +452,ddeb5cbe-37d1-49a5-8f07-02c5eed06f28,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,24581e4d-e60c-418c-9986-3850daa5177c,finished,4.47867,25.5031,0.00516266,4.57805,19.5521,0.0055131,2583830.0,171178000.0,147862000.0,134926000.0,2024-03-21 19:23:55,cholesy_decomposition +453,38598901-e5ba-409f-bf8b-0b0092cb6bc8,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,2c4aa115-b654-49c7-a6fd-baf7a9ae7e93,finished,4.47867,25.5031,0.00516266,4.54569,19.3941,0.0054139,0.0,0.0,0.0,0.0,2024-03-21 19:23:14,cholesy_decomposition +454,454d7ff1-7630-4ba5-b82f-4e3a07a1e82d,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,b387fb04-902c-46c6-b5c3-5dcd68c833e3,finished,4.47867,25.5031,0.00516266,4.14623,18.9887,0.00504332,32604600.0,1246460000.0,1903040000.0,1539330000.0,2024-03-21 19:23:14,cholesy_decomposition +455,2340fb6e-9652-4413-8e76-9ceb8e117258,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,33da6c69-b976-4725-8d84-fb212c6f241e,finished,1.98326,16.7612,0.00272889,2.27671,0.0,0.00192539,6016520.0,3604830000.0,1297980000.0,1076420000.0,2024-03-21 19:23:13,matrix_multiplication +456,5ecdcff8-1719-45fc-a303-3b651a1a8023,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,d2fdf856-5848-4376-9319-77d4693a9d13,finished,2.08963,15.8369,0.00272762,2.2158,2.08024,0.00204197,1405800.0,2297360000.0,689777000.0,627880000.0,2024-03-21 19:23:13,matrix_multiplication +457,6b895166-36ef-47ff-bf74-473f4d8e4c02,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,c1f90f44-be94-47ca-8951-481313a16660,finished,1.98326,16.7612,0.00272889,2.27001,0.0,0.00191973,5574610.0,3596210000.0,1291680000.0,1093030000.0,2024-03-21 19:23:13,matrix_multiplication +458,64e0d264-b395-422f-b255-67fb60f4a792,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,279c0e73-b007-4b37-8a87-8fff37e1551b,finished,1.98326,16.7612,0.00272889,2.154,0.0,0.00182162,5066690.0,3498200000.0,1255180000.0,1063170000.0,2024-03-21 19:23:12,matrix_multiplication +459,6e3e2315-bd67-4918-a0d1-1ca9e348a2a6,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,8c6838a0-da91-4ab2-9622-a768c9ffb933,finished,4.47867,25.5031,0.00516266,4.4666,14.1628,0.00492343,31618700.0,1515940000.0,1652480000.0,1372440000.0,2024-03-21 19:23:12,cholesy_decomposition +460,9822f527-9699-4271-b33b-9927d348e2f5,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,06a99d01-cc3b-47e4-a375-0d1ccebc19d6,finished,2.08963,15.8369,0.00272762,2.4018,2.4141,0.00222627,1575650.0,2317970000.0,698324000.0,634725000.0,2024-03-21 19:23:12,matrix_multiplication +461,a25c9a8b-55d9-44af-af5e-d603a3857307,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,1e566aa0-6746-4db4-b566-73cd3045a2ef,finished,1.98326,16.7612,0.00272889,2.27678,0.0,0.00192545,5980090.0,3601640000.0,1297550000.0,1097480000.0,2024-03-21 19:23:12,matrix_multiplication +462,c8111c68-6b36-4174-80ca-5f6841ec239d,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,2d27cd1a-b630-40ed-8df7-417e8553a888,finished,4.47867,25.5031,0.00516266,4.54685,22.3266,0.00565233,32059100.0,1517180000.0,1702570000.0,1411050000.0,2024-03-21 19:23:12,cholesy_decomposition +463,49dbe8bf-ff5a-444d-b0d3-9313947af4a9,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,9e5aeff6-2f91-4ce5-ae03-0eeeb3eadc28,finished,2.08963,15.8369,0.00272762,2.16609,4.6224,0.00220578,2455420.0,1914050000.0,587270000.0,525584000.0,2024-03-21 19:23:11,matrix_multiplication +464,9d58cec1-b8c0-4457-a833-f5e92dedb667,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,d6bc4912-4781-4dc0-8d73-6d5dc154be4f,finished,2.08963,15.8369,0.00272762,2.42025,4.23057,0.00238895,2317520.0,1930590000.0,592801000.0,529966000.0,2024-03-21 19:23:11,matrix_multiplication +465,dba4443c-144d-4030-ab46-056c1e88dc63,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,cf8cc7fc-1581-4f3e-a192-b3bb87f780cc,finished,1.98326,16.7612,0.00272889,2.41936,0.0,0.00204604,6860740.0,3867210000.0,1422660000.0,1120220000.0,2024-03-21 19:23:11,matrix_multiplication +466,efd0a41b-3486-4088-bad2-a651dd679d5a,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,61ee90f2-4ae5-478c-b1fd-292cff1d23f2,finished,1.98326,16.7612,0.00272889,2.28162,0.0,0.00192955,5513900.0,3688800000.0,1337180000.0,1051180000.0,2024-03-21 19:23:11,matrix_multiplication +467,2586cfb0-76d4-40d6-b7c7-cc2962b01649,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,67988465-cf8e-4307-95a8-d8da67b5339d,finished,2.08963,15.8369,0.00272762,2.36182,4.00516,0.00232129,0.0,0.0,0.0,0.0,2024-03-21 19:23:10,matrix_multiplication +468,5eb61812-34c3-47cd-a1fd-7d019adecc17,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,246804ca-bcc9-4f47-bc5b-6434b573322a,finished,1.98326,16.7612,0.00272889,2.0862,0.0,0.00176428,4673990.0,2985390000.0,1076410000.0,845710000.0,2024-03-21 19:23:10,matrix_multiplication +469,a36c94eb-d8cf-4105-8d06-d5dc85be88ab,1a302149-7bef-40fe-9dc1-08ae540dc719,user_1,22960098-530e-4a9e-9ce7-cceddc7a2678,finished,0.673419,1.32285,0.000556757,0.74829,1.63881,0.000731232,0.0,0.0,0.0,0.0,2024-03-21 19:23:10,molecular_dynamics_ie +470,bf4eec4d-c327-4ef2-89c8-07a2c666dffc,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,217642fe-3675-4be8-9a5b-fa52741daa64,finished,2.08963,15.8369,0.00272762,2.17732,3.51582,0.00212567,0.0,0.0,0.0,0.0,2024-03-21 19:23:10,matrix_multiplication +471,3a326a3e-fd73-47d2-ba30-9636b9d26fcd,1a302149-7bef-40fe-9dc1-08ae540dc719,user_2,d77f79de-496a-440d-8ac0-19e1988b3e4f,finished,0.673419,1.32285,0.000556757,0.526667,0.00608944,0.000365027,0.0,0.0,0.0,0.0,2024-03-21 19:23:09,molecular_dynamics_ie +472,87fa9795-a0d1-41ce-8dcb-8374e9ca3f30,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,6027a9ab-3564-465c-b1b2-e35cf8460cbf,finished,0.673419,1.32285,0.000556757,0.518653,0.00915105,0.000359884,0.0,0.0,0.0,0.0,2024-03-21 19:23:09,molecular_dynamics_ie +473,12677b22-46d2-476f-9032-38d36c45757d,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,4b0aefd7-15a4-474f-aaaf-ba7b67fb5c73,finished,3.38753,15.9842,0.00401743,2.97579,11.9595,0.00365873,0.0,0.0,0.0,0.0,2024-03-21 19:16:44,graph_pagerank +474,48de69f4-118c-4a51-8b36-e551db09a84b,1a302149-7bef-40fe-9dc1-08ae540dc719,user_1,141a3787-cec8-4d68-b967-f2420674bd67,finished,0.690785,1.39964,0.00057668,0.824726,0.893109,0.00069821,0.0,0.0,0.0,0.0,2024-03-21 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+526,a8fd7f03-3599-45d3-ae46-12dc7bd30a3d,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,72f300ae-007b-4a3c-9be1-6a2a83c0cf7f,finished,0.690785,1.47641,0.000586692,0.522032,0.0163647,0.000370357,0.0,0.0,0.0,0.0,2024-03-21 19:16:40,molecular_dynamics_ie +527,b5f897a8-46f3-4fe9-bc7e-102148007937,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_2,26d0e7a0-675a-4ba6-8722-564d3aa48111,finished,4.12074,17.4757,0.00417248,5.42841,19.0186,0.00519573,0.0,0.0,0.0,0.0,2024-03-21 19:16:40,cholesy_decomposition +528,1697800f-f4c2-41f2-ba9d-4b60bd6774e8,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,9962743d-a705-4925-8fdc-b0945712057f,finished,2.02222,16.8588,0.00276374,2.05742,10.7957,0.00261693,0.0,0.0,0.0,0.0,2024-03-21 19:16:35,matrix_multiplication +529,d43a602b-7468-4e42-ae2f-622ad1fc84be,1a302149-7bef-40fe-9dc1-08ae540dc719,user_1,b59673e7-0a93-4c38-963d-a3c265b3a599,finished,0.690785,1.47641,0.000586692,0.531742,0.0107345,0.000376472,0.0,0.0,0.0,0.0,2024-03-21 19:16:35,molecular_dynamics_ie +530,0b1783c2-0c81-4f17-91b7-250538858e1a,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_1,67ec3416-3039-40f9-9dca-34a52186ad57,finished,4.12074,15.8459,0.00397373,8.15435,27.0816,0.00762344,0.0,0.0,0.0,0.0,2024-03-21 19:16:34,cholesy_decomposition +531,863a5030-e30f-4d88-a737-2bdd8ae63143,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_2,b3f9cf44-2ffd-46e4-8ccf-709f5c52d3f7,finished,4.12074,17.4757,0.00417248,8.10195,28.6856,0.00779128,0.0,0.0,0.0,0.0,2024-03-21 19:16:34,cholesy_decomposition +532,feb05860-2de8-4ebe-8e11-8582b4ef91c0,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,3afe9a9e-95f1-482e-9fbb-73b7d98f8adc,finished,4.12074,17.4757,0.00417248,5.5563,19.4081,0.00531099,0.0,0.0,0.0,0.0,2024-03-21 19:16:34,cholesy_decomposition +533,004562b2-81ad-4d30-b338-9a6a84b8157f,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_1,11d47295-949f-42d0-a1f0-838e32bcf04d,finished,4.12074,17.4757,0.00417248,4.79471,17.4482,0.00466844,0.0,0.0,0.0,0.0,2024-03-21 19:16:29,cholesy_decomposition +534,0ba0eade-2914-4670-9e60-fecc5d666b9e,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,51ffeb51-29b8-4c7c-9391-fc0e15d4970a,finished,2.02222,16.8588,0.00276374,1.9954,13.2564,0.00276364,0.0,0.0,0.0,0.0,2024-03-21 19:16:29,matrix_multiplication +535,686f555b-bac3-41b2-a9c0-946654fe466d,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,0c919d97-f63a-4ce2-b675-4b291fc30a5f,finished,4.12074,15.8459,0.00397373,9.1996,31.2476,0.00868534,0.0,0.0,0.0,0.0,2024-03-21 19:16:29,cholesy_decomposition +536,93baa219-f43f-414e-a632-333cd4c8768d,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,6ae3cdbe-e84b-4235-bf91-3777ab169719,finished,4.12074,17.4757,0.00417248,8.87494,31.1284,0.00849877,0.0,0.0,0.0,0.0,2024-03-21 19:16:29,cholesy_decomposition +537,d50d39ea-0c5e-4704-be43-21896abbb0b7,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,91d2a4bb-0882-4f3b-9e44-601b2e3bf033,finished,1.98326,17.7306,0.00280739,2.05442,0.0,0.00173899,2.92759e+16,1.6479e+19,6.04705e+18,5.06407e+18,2024-03-21 19:16:29,matrix_multiplication +538,0e6e31d8-94ef-4260-ac81-640910d9b11e,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,c80a0142-5fe8-4221-9b74-6ff40fadd563,finished,2.02222,16.8588,0.00276374,1.98344,13.1076,0.00274146,0.0,0.0,0.0,0.0,2024-03-21 19:16:24,matrix_multiplication +539,266669f5-a302-4d05-92fb-61a56cb4929e,1a302149-7bef-40fe-9dc1-08ae540dc719,user_1,fc703ca7-91ff-4a64-a0c0-88c8d78b6ab8,finished,3.39712,7.60632,0.00293029,4.05861,2.52899,0.00319263,0.0,0.0,0.0,0.0,2024-03-21 19:16:23,matrix_multiplication +540,84fbed89-2327-4ee8-b37f-ed9c45d1be81,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_1,234f5332-cea9-4c55-a43c-91213498db38,finished,4.12074,17.4757,0.00417248,6.95136,26.1305,0.00687,0.0,0.0,0.0,0.0,2024-03-21 19:16:23,cholesy_decomposition +541,c296779a-7ca4-4f35-a7da-4d0bb180a162,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_2,449511ce-0a1f-49b0-8dc1-e6e121e02eb3,finished,4.12074,15.8459,0.00397373,9.39409,31.272,0.00879138,0.0,0.0,0.0,0.0,2024-03-21 19:16:23,cholesy_decomposition +542,f213c37f-8b5b-42e3-89b3-e4cfb3273a71,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,109de1b0-cb70-4c04-bdbe-da932caf7ed8,finished,4.12074,17.4757,0.00417248,6.40496,21.9005,0.00606464,0.0,0.0,0.0,0.0,2024-03-21 19:16:23,cholesy_decomposition +543,075c3ecf-a32f-444a-9db3-4afa78f8db62,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,d5cc13f0-82a4-4ed0-8ee5-e6ef39e52c4c,finished,4.12074,15.8459,0.00397373,5.12489,19.0649,0.00504055,0.0,0.0,0.0,0.0,2024-03-21 19:16:18,cholesy_decomposition +544,78bff3c9-1108-4d20-a71a-a7821400cc12,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,5f45abcc-bde8-4463-8471-519f4f22e672,finished,1.98326,17.7306,0.00280739,1.85774,0.0,0.00157251,6970610000000000.0,7.27573e+17,2.76475e+17,2.65347e+17,2024-03-21 19:16:18,matrix_multiplication +545,94e67bd9-7a39-4e83-90d0-0d7759dac793,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_2,ac82afb2-88b8-4ee4-840d-3bf4e79f6f0f,finished,4.12074,17.4757,0.00417248,8.77287,30.1139,0.00832097,0.0,0.0,0.0,0.0,2024-03-21 19:16:18,cholesy_decomposition +546,96c39189-68e7-4b1d-84e3-df40d81281cf,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_2,a33a6cca-4bf9-4ec9-adf2-7619b10552fa,finished,4.12074,15.8459,0.00397373,7.74678,28.6579,0.0075997,0.0,0.0,0.0,0.0,2024-03-21 19:16:18,cholesy_decomposition +547,c5516bf3-a77b-49e2-a1ae-506f09b3f0a8,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,452229df-442d-4cc8-8701-47789a051804,finished,2.02222,16.8588,0.00276374,2.07226,11.4388,0.00268158,0.0,0.0,0.0,0.0,2024-03-21 19:16:18,matrix_multiplication +548,e89ed310-81eb-43a8-9eb9-b5b5d359b57f,1a302149-7bef-40fe-9dc1-08ae540dc719,user_2,49fff650-438c-4c20-b502-eb5d3c4b49aa,finished,3.38753,16.3606,0.00406653,3.42742,13.0348,0.00411754,0.0,0.0,0.0,0.0,2024-03-21 19:16:18,graph_pagerank +549,f1b96c98-02e5-4277-ad2f-6dc18e3470eb,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,11002398-7a04-4570-bfa1-b589db411aae,finished,2.02222,16.8588,0.00276374,2.09977,14.1264,0.00292249,0.0,0.0,0.0,0.0,2024-03-21 19:16:18,matrix_multiplication 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+558,d2cf5ffe-6d70-4433-a145-fe0049f499f6,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_1,e801ff41-357c-4594-9e9a-21e7d3fa0845,finished,4.12074,15.8459,0.00397373,9.18982,32.3868,0.00881908,0.0,0.0,0.0,0.0,2024-03-21 19:16:17,cholesy_decomposition +559,ee9c1f2f-ab2b-40f2-9db8-53701c45c383,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_1,53e6cfcb-8c0a-464d-b3f9-e798c896f3ef,finished,4.12074,15.8459,0.00397373,4.55544,16.7331,0.00445443,0.0,0.0,0.0,0.0,2024-03-21 19:16:17,cholesy_decomposition +560,f50b934d-48cc-408b-a24d-aa9f13cffedd,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_2,5c7feabe-7f18-4586-9f28-109accb4d468,finished,4.12074,15.8459,0.00397373,5.39396,18.1611,0.00507291,0.0,0.0,0.0,0.0,2024-03-21 19:16:17,cholesy_decomposition +561,376164e3-daa3-41d8-99a0-4541fce3a1c5,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,d3560e77-ed25-40c3-8090-ec33f2dc85f5,finished,2.02222,17.2317,0.00279393,2.30849,13.4247,0.00304248,0.0,0.0,0.0,0.0,2024-03-21 19:16:16,matrix_multiplication 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19:15:34,molecular_dynamics_ie +666,c81ade6a-aaf5-4724-80a2-dc12513211e7,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,4dd018df-19e9-4bf7-b34d-2dc79c633416,finished,2.02222,17.2317,0.00279393,2.33298,14.1531,0.00313323,2542460.0,2021350000.0,619441000.0,549868000.0,2024-03-21 19:15:34,matrix_multiplication +667,cc4183cc-12dd-43a4-9272-63cd42ba5407,1a302149-7bef-40fe-9dc1-08ae540dc719,user_2,3d7991ef-eca7-4bae-8847-d622ce5e1586,finished,0.690785,1.39964,0.00057668,0.589125,0.0177159,0.000416982,0.0,0.0,0.0,0.0,2024-03-21 19:15:34,molecular_dynamics_ie +668,d64a81e6-f57c-4cea-bccc-a1beeb86c31b,1a302149-7bef-40fe-9dc1-08ae540dc719,user_1,0d32f55d-023a-4fae-b60e-b3af4bfd2e30,finished,3.39712,7.22877,0.00288106,4.46276,3.25185,0.00356534,0.0,0.0,0.0,0.0,2024-03-21 19:15:34,matrix_multiplication +669,e49a51c7-1f27-42ba-84ac-1aa500469341,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,a855b488-8f24-4407-a301-258fb55c5df2,finished,1.95769,16.5181,0.00269152,1.97865,0.0,0.0,0.0,0.0,0.0,0.0,2024-03-21 19:15:34,matrix_multiplication +670,e6758e48-fb2d-4218-ae9f-783cc096f3d5,1a302149-7bef-40fe-9dc1-08ae540dc719,user_1,ae26de0f-8376-4c66-931d-c2e0f476ac43,finished,3.39712,7.22877,0.00288106,4.26357,2.65552,0.00334736,0.0,0.0,0.0,0.0,2024-03-21 19:15:34,matrix_multiplication +671,f0b825c5-8cb4-4c90-b86c-7fcd042242fa,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,dfed4fe8-fa56-459f-b15c-2f21f398f77c,finished,2.02222,17.2317,0.00279393,2.18859,9.4023,0.00262556,1841590.0,2494350000.0,752430000.0,643237000.0,2024-03-21 19:15:34,matrix_multiplication +672,446f78a9-1ffc-4ef2-bacf-eb5ad3179e02,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,a679cba6-2504-4743-baa2-6732a77c5e20,finished,0.690785,1.39964,0.00057668,0.504131,0.0158884,0.000356919,0.0,0.0,0.0,0.0,2024-03-21 19:15:33,molecular_dynamics_ie 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19:15:27,cholesy_decomposition +701,77c90842-47e3-44e8-899e-81689e1cf3fd,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,414ed57e-6fba-41c4-a7c7-cd586fbdc057,finished,2.02222,17.2317,0.00279393,2.18476,12.8137,0.00289852,1369810.0,2037580000.0,615585000.0,561716000.0,2024-03-21 19:15:27,matrix_multiplication +702,fd589bc9-2d3d-40bc-a0c8-34ec6bd66273,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_2,3a13f335-102f-4443-b8df-7a8fc6bd3ba4,finished,4.12074,15.8459,0.00397373,11.6792,26.0252,0.0104337,0.0,0.0,0.0,0.0,2024-03-21 19:15:27,cholesy_decomposition +703,2c132803-c2d0-4635-8821-4a58e72bbe40,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,67686106-0d43-408e-b033-ab7285b762d3,finished,4.12074,15.8459,0.00397373,9.32699,21.1255,0.00837405,0.0,0.0,0.0,0.0,2024-03-21 19:15:26,cholesy_decomposition +704,9109a5f4-ee5e-43e9-8af0-76be60d412db,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_1,54417d38-4aea-4f6b-96a5-cd9926f835eb,finished,4.12074,15.8459,0.00397373,8.16766,24.7601,0.0080966,0.0,0.0,0.0,0.0,2024-03-21 19:15:26,cholesy_decomposition +705,b50be64a-3779-4125-9bcb-5541a24a895f,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,1f094e8b-1241-41bf-94aa-fa32ad594cfc,finished,2.02222,17.2317,0.00279393,2.21467,8.54583,0.00257842,1792080.0,2212250000.0,668933000.0,572436000.0,2024-03-21 19:15:26,matrix_multiplication +706,dc114564-107e-46bc-89a8-cd5f313f2767,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,4352e9b4-a82c-4653-83ff-4e6cfa9fb54e,finished,4.12074,16.1278,0.00400811,8.99574,18.3209,0.00782613,0.0,0.0,0.0,0.0,2024-03-21 19:15:26,cholesy_decomposition +707,dcd414d3-1eb1-43ac-a76d-eaf5eaad14e1,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,11fd28eb-9d1e-4f75-b113-a58cb1dc65d2,finished,1.95769,16.5181,0.00269152,2.01405,0.0,0.0,0.0,0.0,0.0,0.0,2024-03-21 19:15:26,matrix_multiplication +708,16efbaee-a187-4f4b-8c88-0748258bc37d,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,817dc9f0-def6-4fc8-b358-dc2bdcef3f22,finished,2.02222,17.2317,0.00279393,2.2333,16.2846,0.00322092,1458200.0,1953620000.0,590133000.0,505301000.0,2024-03-21 19:15:25,matrix_multiplication +709,1dbf9030-7cec-4514-9e71-92a9d9ae073c,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_1,1c107e9d-b545-4444-aa3c-14f416952c3a,finished,4.12074,15.8459,0.00397373,8.63436,21.9872,0.00804858,0.0,0.0,0.0,0.0,2024-03-21 19:15:25,cholesy_decomposition +710,20632bd3-5673-4014-9f8c-7978968cf22e,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,58e72df3-d268-497b-a918-9e84a6c21eb5,finished,4.12074,15.8459,0.00397373,9.92974,18.9913,0.00848849,0.0,0.0,0.0,0.0,2024-03-21 19:15:25,cholesy_decomposition +711,4b862aa0-4d40-4003-985d-986324447e1e,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,af604fb3-b2b2-4e37-a613-77aee4544fff,finished,4.12074,15.8459,0.00397373,9.59495,20.8158,0.00850286,0.0,0.0,0.0,0.0,2024-03-21 19:15:25,cholesy_decomposition +712,77bfe808-781a-429d-ba79-7117b592f5d9,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,ff3fb2af-f561-4b85-a35e-513004fc3dc7,finished,1.95769,16.5181,0.00269152,1.89601,0.0,0.0,0.0,0.0,0.0,0.0,2024-03-21 19:15:25,matrix_multiplication +713,86421561-2f20-48fb-b5e5-6da0b8c7742a,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,f4c94a30-b8f2-4acc-bc78-00fa9672f34e,finished,2.02222,17.2317,0.00279393,2.24869,16.6463,0.00326331,1899720.0,1970430000.0,599064000.0,517059000.0,2024-03-21 19:15:25,matrix_multiplication +714,b48a4bb0-5534-4124-b02d-0a8ec2aa857b,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,c1a47bc6-1612-4983-881e-638bc51846ae,finished,4.12074,16.1278,0.00400811,4.5341,13.0558,0.00441061,0.0,0.0,0.0,0.0,2024-03-21 19:15:25,cholesy_decomposition +715,f1ecdf64-0325-45c7-a2fc-0328ab8a72e2,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_1,b253becf-68cd-4d7b-aa5f-9938ec8a68fd,finished,4.12074,15.8459,0.00397373,9.48732,25.5494,0.00901319,0.0,0.0,0.0,0.0,2024-03-21 19:15:25,cholesy_decomposition +716,fb81bc8c-a6e8-4dda-81d3-11206cef035d,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_2,45bff3d5-fe49-4c12-95b0-e2fa214d2b7e,finished,4.12074,15.8459,0.00397373,9.3636,21.4912,0.0084414,0.0,0.0,0.0,0.0,2024-03-21 19:15:25,cholesy_decomposition +717,1077be3f-7af7-4d81-9b67-47dfb2d7f2cc,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,f43c0979-7ab9-4da5-a4a8-955a510e4d90,finished,1.95769,16.5181,0.00269152,1.91844,0.0,0.0,0.0,0.0,0.0,0.0,2024-03-21 19:15:24,matrix_multiplication +718,175209da-a66c-4072-92f5-dc3eb4af442e,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,f5d537ef-bed6-48ff-8be3-18094c454e5d,finished,2.02222,18.2158,0.00287361,1.99569,13.6971,0.002809,1509380.0,1916650000.0,579678000.0,446093000.0,2024-03-21 19:15:24,matrix_multiplication +719,237f64a9-c7a3-477b-a07f-80c5f96d346a,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,fe2073e1-44fc-4644-be39-5fed78aab466,finished,2.02222,18.2158,0.00287361,2.05821,11.5168,0.00268571,1166780.0,2059190000.0,618728000.0,529659000.0,2024-03-21 19:15:24,matrix_multiplication +720,3b22f453-25ae-4219-9731-97ea696f9e9e,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,e9bb5bc0-3538-46f5-ad19-c86d93da3b51,finished,1.95769,16.5181,0.00269152,1.85617,0.0,0.0,0.0,0.0,0.0,0.0,2024-03-21 19:15:24,matrix_multiplication +721,3d19617a-df32-419d-bed1-9ed61b034107,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,a902d8dd-6c89-463b-9cea-d03d55b75bc2,finished,2.02222,17.2317,0.00279393,2.31398,10.1296,0.00279125,1302620.0,2216050000.0,670970000.0,574586000.0,2024-03-21 19:15:24,matrix_multiplication +722,4ee1343b-3e8d-4b62-9d62-59da9ab68739,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,fee4bfe6-5d34-4db3-8367-dd78d720e3ef,finished,2.02222,17.2317,0.00279393,2.04031,7.30365,0.00232932,1244540.0,2351600000.0,707934000.0,581085000.0,2024-03-21 19:15:24,matrix_multiplication +723,7b3a2a89-90fa-44dd-ae73-927ac73ff65f,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,05ad6de9-969e-4ca5-b78f-8f60ccd4f8ef,finished,1.95769,16.5181,0.00269152,2.17803,0.0,0.0,0.0,0.0,0.0,0.0,2024-03-21 19:15:24,matrix_multiplication +724,904e75de-bd08-4cdf-b000-63d7e9402387,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,170ce614-1c03-4994-b026-74a433c7c1e0,finished,2.02222,18.2158,0.00287361,2.01136,9.30104,0.00246639,1113210.0,2240770000.0,671169000.0,572689000.0,2024-03-21 19:15:24,matrix_multiplication +725,9a059cda-cd91-4828-85be-72a040e57b5d,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,fccfc9b7-d74e-4d4f-aaf6-31938a00b046,finished,2.02222,17.2317,0.00279393,2.18859,8.59507,0.00256019,1175320.0,2351060000.0,706790000.0,623897000.0,2024-03-21 19:15:24,matrix_multiplication +726,328ccf24-6b0b-44f4-b5a5-e7146d101d06,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_2,54269426-2588-4def-bf2a-bc55d94f08cb,finished,2.02222,17.2317,0.00279393,2.03946,14.4525,0.00290745,1219390.0,1787720000.0,539107000.0,462368000.0,2024-03-21 19:15:23,matrix_multiplication +727,4f3663c8-f459-4151-b5b7-c922189b2aed,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,87f80173-0f14-4b43-b296-c0a73668a463,finished,1.95769,16.5181,0.00269152,2.29795,0.0,0.0,0.0,0.0,0.0,0.0,2024-03-21 19:15:23,matrix_multiplication +728,64c74a82-4413-4e68-8833-69182b606ca5,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,66441fef-e113-4495-9f64-0fdf020d88e9,finished,1.95769,16.5181,0.00269152,1.7756,0.0,0.0,0.0,0.0,0.0,0.0,2024-03-21 19:15:23,matrix_multiplication +729,6af189bf-d6b9-453f-9727-0cc631377d81,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,0bdc4134-baeb-472b-96c4-5b5ccb46ccd6,finished,1.95769,16.5181,0.00269152,2.33015,0.0,0.0,0.0,0.0,0.0,0.0,2024-03-21 19:15:23,matrix_multiplication +730,8c85adb2-4ef8-4acc-898c-a42ed324830d,d0ac23c8-a873-43e8-b5c4-0c7199092d0e,user_0,71ea5f94-a4c7-4555-9b03-7b1a1857ce2d,finished,2.02222,17.2317,0.00279393,1.90225,13.7017,0.00272978,1137560.0,1914320000.0,575182000.0,514302000.0,2024-03-21 19:15:23,matrix_multiplication +731,567267e6-f789-4c77-8edb-12073fd8ad9b,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,e8a09a69-5a20-473e-be6e-2b9caf90caa0,finished,4.08517,15.5147,0.00391572,2.92727,10.6025,0.00277648,0.0,0.0,0.0,0.0,2024-03-21 19:09:26,cholesy_decomposition +732,5e7c63d6-4e0a-48d1-a52b-8cac7f093392,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,d9f78987-da3c-446f-a228-ded52f3b4ee1,finished,4.08517,15.5147,0.00391572,2.80373,9.53819,0.00258408,0.0,0.0,0.0,0.0,2024-03-21 19:09:26,cholesy_decomposition +733,6306f168-86c9-484e-bf27-e6239df0360a,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,4a9ce654-e1a6-407f-9a93-072515fcd655,finished,4.08517,15.5147,0.00391572,3.52405,12.4659,0.00330616,0.0,0.0,0.0,0.0,2024-03-21 19:09:26,cholesy_decomposition +734,67027211-e6b8-4bf3-a6ea-9799bb23d10b,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,1617730b-e753-4023-afe9-e83f30b6e7bf,finished,4.08517,15.5147,0.00391572,3.31663,12.6929,0.00322873,0.0,0.0,0.0,0.0,2024-03-21 19:09:26,cholesy_decomposition +735,86b61c21-5f74-40b1-b6c0-bfcad38b599c,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,262f25ff-6099-44a2-8a3f-71ab5ca011e8,finished,4.08517,15.925,0.00396575,3.18339,12.3633,0.00312101,0.0,0.0,0.0,0.0,2024-03-21 19:09:26,cholesy_decomposition +736,a8fa0d2e-2c98-43fc-ac2e-a98737cfaba0,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,4088fa8d-bf33-42f3-bc4a-8e569081e4fb,finished,4.08517,15.5147,0.00391572,3.71114,13.045,0.00347161,0.0,0.0,0.0,0.0,2024-03-21 19:09:26,cholesy_decomposition +737,c70b1d43-0e2b-4c87-9b03-a694ddbc3ecd,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,f9307e29-c4bc-4b7f-9542-2e973e0e058e,finished,4.08517,15.5147,0.00391572,3.83244,15.1028,0.00378402,0.0,0.0,0.0,0.0,2024-03-21 19:09:26,cholesy_decomposition +738,e2ea68fb-90ed-4005-8f01-95ffa6fb2f77,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,13352589-5642-46c4-9c95-2b8f2b8d7990,finished,0.713432,1.63964,0.000620901,0.504148,0.0614352,0.000358346,0.0,0.0,0.0,0.0,2024-03-21 19:09:26,molecular_dynamics_ie +739,e3f70a7c-171a-422c-83fb-e6083e590c79,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,dc5042c2-7c59-4219-8a7e-33245d6a823b,finished,4.08517,15.5147,0.00391572,3.00482,11.6663,0.00294551,0.0,0.0,0.0,0.0,2024-03-21 19:09:26,cholesy_decomposition +740,f6d92ecd-6166-422b-93a2-3d476631578f,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,5803980c-0448-4ad0-99e9-b71291ed4cbc,finished,0.713432,1.63693,0.000620547,0.503509,0.00502738,0.000350546,0.0,0.0,0.0,0.0,2024-03-21 19:09:26,molecular_dynamics_ie +741,039a53a4-8b1a-4ef0-88a3-0e4371f8e3ff,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,1ea9d79c-dbb8-48bf-b7d8-da6b2f22e6ce,finished,0.713432,1.63964,0.000620901,0.48142,0.00979256,0.000335818,0.0,0.0,0.0,0.0,2024-03-21 19:09:25,molecular_dynamics_ie +742,3093c12a-2813-42be-a155-e482a09ccd9a,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,596beb8f-9fcf-4fc5-b790-fa4461874987,finished,0.713432,1.63964,0.000620901,0.504474,0.0617353,0.000358612,0.0,0.0,0.0,0.0,2024-03-21 19:09:25,molecular_dynamics_ie +743,580cddc5-35b4-4028-883a-e52afede3f70,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,68c8ab3d-cf93-4c66-88f5-ceebff5cc70b,finished,4.08517,15.925,0.00396575,3.25892,12.5183,0.00317819,0.0,0.0,0.0,0.0,2024-03-21 19:09:25,cholesy_decomposition +744,58d8c254-60c8-42ed-8e79-b78ee89162e1,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,79254c12-219e-4904-819f-300697bea2ad,finished,3.44034,16.6571,0.00413533,3.10042,11.8908,0.00370526,0.0,0.0,0.0,0.0,2024-03-21 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18:41:14,cholesy_decomposition +945,a910c4f1-cb74-4093-b81c-8b9fc683f25e,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,d21e2e81-fd2d-4e70-b192-ae6c15d93459,finished,0.76602,2.22352,0.000727054,0.76912,1.73324,0.000756688,3697660.0,503841000.0,284180000.0,0.0,2024-03-21 18:41:14,molecular_dynamics_ie +946,a9984259-68d8-44e8-9d02-1900c3a7f9d5,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,d1fdafed-c554-4595-b708-e24a0541c938,finished,3.65021,17.9639,0.0044255,3.30914,12.4751,0.00391007,330433000.0,10350100000.0,8601310000.0,0.0,2024-03-21 18:41:14,graph_pagerank +947,d3231938-6d46-4059-8081-aa7002baea75,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,00d896cc-d29b-4aab-b030-81e58ad3b302,finished,3.65021,17.9109,0.00441859,3.10713,13.1276,0.00385579,335622000.0,8641430000.0,8163530000.0,0.0,2024-03-21 18:41:14,graph_pagerank 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18:41:14,graph_pagerank +952,f57d4be8-a51e-4dce-bf38-7a076effddf8,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,e7a3beb6-fd79-4c76-83c2-3bb8d846b1f7,finished,3.65021,17.9639,0.0044255,3.24112,13.6315,0.00401394,351546000.0,8777560000.0,8744470000.0,0.0,2024-03-21 18:41:14,graph_pagerank +953,6add405d-9c15-45c8-b381-ffea7ffad1e3,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,0db692cb-a414-4f67-b783-90efe0ec2111,finished,4.16686,15.2562,0.00392467,3.32415,10.6059,0.00299951,0.0,0.0,0.0,0.0,2024-03-21 18:41:13,cholesy_decomposition +954,7e7f066e-c578-4b08-a166-35ebcf24c8a2,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,dd4febfd-661f-4b7f-bd5c-9a6189baf7e2,finished,0.76602,2.22352,0.000727054,0.768187,1.6829,0.00074948,3409410.0,505496000.0,296100000.0,0.0,2024-03-21 18:41:13,molecular_dynamics_ie 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18:41:08,cholesy_decomposition +968,0aefef0c-6e62-47b5-be55-9283edb52910,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,70d8fa78-d281-475e-aa84-2514364e3d75,finished,0.76602,2.21239,0.000725603,0.485474,0.00834076,0.000339283,62688.0,1277950.0,2865150.0,0.0,2024-03-21 18:40:31,molecular_dynamics_ie +969,17a19ef9-925e-413d-bc35-79abc9da24fc,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,d959a8cc-fcb5-4430-8d62-215196857d50,finished,4.16686,15.8285,0.00399445,4.96315,18.6742,0.00475886,0.0,0.0,0.0,0.0,2024-03-21 18:40:31,cholesy_decomposition +970,21fb2d13-6229-4643-8e90-44f93c7f1a14,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,c2ad257a-cb30-4f20-9b30-57131cc044a8,finished,3.65021,17.9109,0.00441859,3.1956,12.5301,0.00386028,310204000.0,8270500000.0,7917540000.0,0.0,2024-03-21 18:40:31,graph_pagerank 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18:40:31,cholesy_decomposition +981,1208685b-437c-4967-8e93-064d403941b4,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,cbf652ad-16c4-4585-86d3-9f1a537c3628,finished,4.16686,15.8285,0.00399445,2.90334,10.3996,0.00271988,0.0,0.0,0.0,0.0,2024-03-21 18:40:30,cholesy_decomposition +982,24d14c6e-8458-4f81-a286-0eb960a4290b,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,5e85361f-21c2-4297-bc56-9321ed70c6e7,finished,3.65021,17.9109,0.00441859,3.41425,13.0967,0.00408648,358481000.0,10070900000.0,8745440000.0,0.0,2024-03-21 18:40:30,graph_pagerank +983,2cee4408-2bd8-4d67-b090-ac6a6b896d08,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,81f7b40d-c739-487c-82f5-1d6e9293c174,finished,0.787295,2.12129,0.000725861,0.753656,1.64862,0.000739195,4455130.0,688892000.0,362729000.0,0.0,2024-03-21 18:40:30,molecular_dynamics_ie 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18:40:30,matrix_multiplication +988,b0210db9-5433-49b5-ab85-95e8c5e3862f,6754af96-7afa-4c81-b7ef-cf54587f02fa,user_0,2018f32a-d346-42a2-9c58-c2e573e32a7d,finished,4.16686,15.8285,0.00399445,2.6248,10.1551,0.00255079,0.0,0.0,0.0,0.0,2024-03-21 18:40:30,cholesy_decomposition +989,c4e199ff-87f2-4c21-bc59-a1c1758fbc4d,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,2c1952b7-b395-44d8-bed6-fceeee6bdbc1,finished,0.76602,2.21239,0.000725603,0.755378,1.00794,0.000657669,0.0,0.0,0.0,0.0,2024-03-21 18:40:30,molecular_dynamics_ie +990,d21a0bbb-0dcb-4429-b0c4-e76fae4f000e,a02544c2-997d-4169-a8e3-b5d676d9e661,user_0,e4ae504f-3e82-4d1b-b3dc-1c57002c2598,finished,2.53982,8.82969,0.00273382,2.35771,9.12778,0.00328073,2017200.0,2151830000.0,656933000.0,582383000.0,2024-03-21 18:40:30,matrix_multiplication 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18:40:29,cholesy_decomposition +1004,140413a7-596e-4f07-9345-a045eb8b8038,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,32c10cf3-a92e-4f13-b119-4da12a88fd07,finished,0.76602,2.21239,0.000725603,0.526953,0.00889206,0.000368249,53416.0,1038340.0,2315260.0,0.0,2024-03-21 18:40:28,molecular_dynamics_ie +1005,851b9267-7d1d-44e6-a3c1-e3a644bfe4f7,1a302149-7bef-40fe-9dc1-08ae540dc719,user_0,a8da8e8d-fa03-40dc-998e-7940003ab214,finished,0.76602,2.21239,0.000725603,0.785088,0.517147,0.000614358,2705920.0,429875000.0,230703000.0,0.0,2024-03-21 18:40:28,molecular_dynamics_ie +1006,9329f565-3647-43cf-920b-71d22cc85332,a02544c2-997d-4169-a8e3-b5d676d9e661,user_0,32f3aeff-78bd-403e-aaf0-6442f3d8f7c2,finished,2.53982,8.82969,0.00273382,1.86705,8.60217,0.00276991,1485880.0,1622120000.0,501401000.0,443569000.0,2024-03-21 18:40:28,matrix_multiplication 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/dev/null and b/notebooks/figures/prototype_time_barplot.pdf differ diff --git a/reproducibility/endpoint_config.py b/reproducibility/endpoint_config.py new file mode 100644 index 0000000..ab7b1f2 --- /dev/null +++ b/reproducibility/endpoint_config.py @@ -0,0 +1,48 @@ +from globus_compute_endpoint.endpoint.utils.config import Config +from globus_compute_endpoint.engines import GlobusComputeEngine +from parsl.providers import LocalProvider +from parsl.monitoring import MonitoringHub, MessageRoutingOptions, MessageType + +config = Config( + display_name=None, # If None, defaults to the endpoint name + executors=[ + GlobusComputeEngine( + max_workers=16, # TODO: Update with number of cores on machine + provider=LocalProvider( + init_blocks=1, + min_blocks=1, + max_blocks=1, + worker_init="conda activate funcx-dev" + ), + strategy=None, + energy_monitor="RaplCPUNodeEnergyMonitor", + cpu_affinity="block", + ) + ], + monitoring_hub=MonitoringHub( + hub_address="localhost", + hub_port=55055, + monitoring_debug=True, + resource_monitoring_interval=1, + routing_policy=MessageRoutingOptions.KAFKA, + kafka_config={ + # TODO: Replace these topics!!! + MessageType.WORKFLOW_INFO: "green-faas-resources", + MessageType.TASK_INFO: "green-faas-prediction", + MessageType.RESOURCE_INFO: "green-faas-resources", + MessageType.ENERGY_INFO: "green-faas-resources", + } + ), +) + +# For now, visible_to must be a list of URNs for globus auth users or groups, e.g.: +# urn:globus:auth:identity:{user_uuid} +# urn:globus:groups:id:{group_uuid} +meta = { + "name": "peony-funcx-dev", + "description": "", + "organization": "", + "department": "", + "public": False, + "visible_to": [], +} diff --git a/reproducibility/endpoint_environment.yaml b/reproducibility/endpoint_environment.yaml new file mode 100644 index 0000000..b07d29c --- /dev/null +++ b/reproducibility/endpoint_environment.yaml @@ -0,0 +1,22 @@ +name: funcx-dev +channels: + - anaconda + - conda-forge + - defaults +dependencies: + - python=3.10.12 + - pip=23.2.1 + - xtb-python=22.1 + - pip: + - ase==3.22.1 + - diaspora-event-sdk==0.1.2 + - kafka-python==1.4.7 + - numpy==1.25.2 + - pillow==10.0.0 + - python-igraph==0.10.8 + - rdkit==2023.9.3 + - scikit-learn==1.3.1 + - scipy==1.11.2 + - squiggle==0.3.1 + - globus-compute-endpoint @ git+https://github.com/AK2000/green-faas-endpoint@power_monitoring_new#subdirectory=compute_endpoint + - -e git+https://github.com/AK2000/molecular-design-parsl-demo.git#egg=chemfunctions \ No newline at end of file diff --git a/reproducibility/experiment_config.json b/reproducibility/experiment_config.json new file mode 100644 index 0000000..cdddeec --- /dev/null +++ b/reproducibility/experiment_config.json @@ -0,0 +1,50 @@ +[ + { + "endpoint_id": "6754af96-7afa-4c81-b7ef-cf54587f02fa", + "display_name": "Desktop", + "nodes": 1, + "cores_per_node": 16, + "per_node_tdp": 65, + "embodied_carbon_rate": 376, + "carbon_intensity": 502, + "idle_power": 5.0, + "lat": 41.78958, + "long": -87.60093 + }, + { + "endpoint_id": "1a302149-7bef-40fe-9dc1-08ae540dc719", + "display_name": "Zen3 Chameleon", + "nodes": 1, + "cores_per_node": 128, + "per_node_tdp": 560, + "embodied_carbon_rate": 550, + "carbon_intensity": 389, + "idle_power": 120, + "lat": 41.78958, + "long": -87.60093 + }, + { + "endpoint_id": "d0ac23c8-a873-43e8-b5c4-0c7199092d0e", + "display_name": "Cascadelake Chameleon", + "nodes": 1, + "cores_per_node": 48, + "per_node_tdp": 410, + "embodied_carbon_rate": 81, + "carbon_intensity": 502, + "idle_power": 136, + "lat": 41.78958, + "long": -87.60093 + }, + { + "endpoint_id": "a02544c2-997d-4169-a8e3-b5d676d9e661", + "display_name": "Icelake Chameleon", + "nodes": 1, + "cores_per_node": 80, + "per_node_tdp": 410, + "embodied_carbon_rate": 512, + "carbon_intensity": 389, + "idle_power": 190, + "lat": 41.78958, + "long": -87.60093 + } +] diff --git a/reproducibility/requirements.txt b/reproducibility/requirements.txt new file mode 100644 index 0000000..9c21785 --- /dev/null +++ b/reproducibility/requirements.txt @@ -0,0 +1,112 @@ +aiohttp==3.9.3 +aiohttp-cors==0.7.0 +aiokafka==0.10.0 +aiomysql==0.2.0 +aiosignal==1.3.1 +aiosqlite==0.20.0 +altgraph==0.17.4 +annotated-types==0.6.0 +anyio==4.3.0 +async-timeout==4.0.3 +attrs==23.2.0 +aws-msk-iam-sasl-signer-python==1.0.1 +bcrypt==4.1.2 +boto3==1.34.64 +botocore==1.34.64 +certifi==2024.2.2 +cffi==1.16.0 +charset-normalizer==3.3.2 +clarabel==0.7.1 +click==8.1.7 +colorlog==6.8.2 +croniter==2.0.2 +cryptography==42.0.5 +cvxopt==1.3.2 +cvxpy==1.4.2 +databases==0.9.0 +diaspora-event-sdk==0.1.4 +dill==0.3.6 +ecos==2.0.13 +exceptiongroup==1.2.0 +fancyimpute==0.7.0 +fastapi==0.110.0 +faust-streaming==0.10.23 +faust-streaming-rocksdb==0.9.3 +frozenlist==1.4.1 +globus-compute-common==0.2.0 +-e git+ssh://git@github.com/AK2000/funcX.git@e83772b73a5b8b3eece3f076a32a7c5c0ff5a8a4#egg=globus_compute_sdk&subdirectory=compute_sdk +globus-sdk==3.39.0 +-e git+ssh://git@github.com/AK2000/green-access.git@72f71fcf45010c6040f6fda854a38d78b98989ec#egg=green_access +greenlet==3.0.3 +h11==0.14.0 +httpcore==1.0.4 +httptools==0.6.1 +httpx==0.27.0 +idna==3.6 +iniconfig==2.0.0 +intervaltree==3.1.0 +jmespath==1.0.1 +joblib==1.3.2 +kafka-python==2.0.2 +knnimpute==0.1.0 +mode-streaming==0.3.5 +multidict==6.0.5 +mypy-extensions==1.0.0 +nose==1.3.7 +numpy==1.26.4 +opentracing==2.4.0 +osqp==0.6.5 +packaging==24.0 +pandas==2.2.1 +paramiko==3.4.0 +-e git+ssh://git@github.com/AK2000/parsl.git@3f93a0715494e0081e61ab8bb9859c808792bd5b#egg=parsl +pika==1.3.2 +pluggy==1.4.0 +psutil==5.9.8 +pybind11==2.11.1 +pycparser==2.21 +pydantic==1.10.14 +pydantic_core==2.16.3 +pyinstaller==6.5.0 +pyinstaller-hooks-contrib==2024.3 +PyJWT==2.8.0 +PyMySQL==1.1.0 +PyNaCl==1.5.0 +pytest==8.1.1 +python-dateutil==2.9.0.post0 +python-dotenv==1.0.1 +pytz==2024.1 +PyYAML==6.0.1 +pyzmq==25.1.2 +qdldl==0.1.7.post0 +redis==5.0.3 +requests==2.31.0 +s3transfer==0.10.1 +scikit-learn==1.4.1.post1 +scipy==1.11.4 +scs==3.2.4.post1 +setproctitle==1.3.3 +six==1.16.0 +sniffio==1.3.1 +sortedcontainers==2.4.0 +SQLAlchemy==2.0.28 +starlette==0.36.3 +tblib==1.7.0 +terminaltables==3.1.10 +texttable==1.7.0 +threadpoolctl==3.3.0 +tomli==2.0.1 +tqdm==4.66.2 +typeguard==2.13.3 +types-paramiko==3.4.0.20240311 +types-requests==2.31.0.20240311 +types-six==1.16.21.20240311 +typing_extensions==4.10.0 +tzdata==2024.1 +urllib3==2.2.1 +uvicorn==0.28.0 +uvloop==0.19.0 +venusian==3.1.0 +watchfiles==0.21.0 +websockets==12.0 +yarl==1.9.4 diff --git a/service/green_access_service/__init__.py b/service/green_access_service/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/service/green_access_service/access_control.py b/service/green_access_service/access_control.py new file mode 100644 index 0000000..77e7d87 --- /dev/null +++ b/service/green_access_service/access_control.py @@ -0,0 +1,80 @@ +from typing import Annotated, Optional +import logging + +from fastapi import APIRouter, Depends, HTTPException +import databases + +from .common import get_current_user, database +from .messages import * +from .models import users + +router = APIRouter( + prefix="/allocation", + responses={404: {"description": "Not found"}}, +) + +@router.get("/") +async def get_allocation( + user: Annotated[User, Depends(get_current_user)] +) -> AllocationRep: + allocation_dict = await fetch_allocation(database, user) + if allocation_dict is None: + raise HTTPException(status_code=404, detail="User not found") + return AllocationRep(**allocation_dict) + +@router.post("/execute") +async def allocate_pending_credits( + user: Annotated[User, Depends(get_current_user)], + resources: Resources +): + return await update_allocation(database, user, False, resources.credit) + +@router.post("/deduct") +async def deduct_pending_credits( + user: Annotated[User, Depends(get_current_user)], + job_info: JobExecutedReq +): + return await update_allocation(database, + user, + True, + job_info.credits_predicted, + job_info.credits_consumed, + job_info.energy_consumed, + job_info.core_hours_consumed) + +async def fetch_allocation(db: databases.Database, user: User): + query = users.select().where(users.c.user_id == user.username) + return await database.fetch_one(query) + +async def update_allocation(db: databases.Database, + user: User, + job_finished: bool, + credits_predicted: float, + credits_consumed: Optional[float] = None, + energy_consumed: Optional[float] = None, + core_hours_consumed: Optional[float] = None): + async with database.transaction(): + query = users.select().where(users.c.user_id == user.username) + allocation_info = await database.fetch_one(query) + allocation_info = dict(allocation_info) + if not job_finished: + if allocation_info["credits_remaining"] > credits_predicted: + allocation_info["credits_remaining"] -= credits_predicted + allocation_info["credits_pending"] += credits_predicted + allocation_info["jobs_running"] += 1 + else: + raise HTTPException(status_code=405, detail="Insufficient credits") + else: + credits_returned = credits_predicted - credits_consumed + allocation_info["credits_remaining"] += credits_returned + allocation_info["credits_pending"] -= credits_predicted + allocation_info["credits_consumed"] += credits_consumed + allocation_info["energy_consumed"] += energy_consumed + allocation_info["core_hours_consumed"] += core_hours_consumed + allocation_info["jobs_running"] -= 1 + allocation_info["jobs_completed"] += 1 + + query = users.update().where(users.c.user_id == user.username).values(**allocation_info) + await db.execute(query) + + return diff --git a/service/green_access_service/admin.py b/service/green_access_service/admin.py new file mode 100644 index 0000000..47f7cd8 --- /dev/null +++ b/service/green_access_service/admin.py @@ -0,0 +1,60 @@ +from typing import Annotated +import json + +from fastapi import APIRouter, Depends, status +from fastapi.responses import JSONResponse +import databases + +from .common import database, redis_db, get_admin_user +from .messages import * +from .models import users + +router = APIRouter( + prefix="/admin", + dependencies=[Depends(get_admin_user)], +) + +@router.post("/register_user") +async def create_user(register_req: RegisterUserReq): + return await insert_user(database, register_req.new_user, register_req.init_credits) + +@router.post("/register_endpoint") +async def create_endpoint(endpoint: RegisterEndpointReq): + if not redis_db.set(f"endpoint_{endpoint.endpoint_id}", endpoint.json()): + raise HTTPException(status_code=406, detail="Could not set endpoint value") + assert redis_db.get(f"endpoint_{endpoint.endpoint_id}") == endpoint.json() + + redis_db.sadd("endpoints", f"{endpoint.endpoint_id}") + return + +@router.post("/set_allocation") +async def set_allocation(set_req: SetAllocationReq): + query = users.update().where(users.c.user_id == set_req.user.username).values( + credits_remaining=set_req.credit, + credits_consumed=0, + credits_pending=0, + energy_consumed=0, + core_hours_consumed=0, + jobs_completed=0, + jobs_running=0, + job_limit=16) + await database.execute(query) + return + +async def insert_user(db: databases.Database, user: User, start_credits: float): + query = users.insert().values(user_id=user.username, + credits_remaining=start_credits, + credits_consumed=0, + credits_pending=0, + energy_consumed=0, + core_hours_consumed=0, + jobs_completed=0, + jobs_running=0, + job_limit=16) + try: + await db.execute(query) + except Exception as e: + return JSONResponse(status_code=status.HTTP_201_CREATED, content="Previously created object") + + return + diff --git a/service/green_access_service/common.py b/service/green_access_service/common.py new file mode 100644 index 0000000..e525faa --- /dev/null +++ b/service/green_access_service/common.py @@ -0,0 +1,32 @@ +from typing import Annotated + +from fastapi import Depends, HTTPException +import databases +import redis + +from .messages import User + +# TODO: Update variables +DATABASE_URL = "sqlite:///./test.db" +REDIS_URL = "redis://127.0.0.1:6379" +APP_NAME = "application-green-faas" +PREDICTION_TOPIC = 'green-faas-prediction' +RESOURCE_TOPIC = 'green-faas-resources' + +database = databases.Database(DATABASE_URL) + +redis_db = redis.Redis.from_url(REDIS_URL, + decode_responses=True, + health_check_interval=30) + +redis_db_raw = redis.Redis.from_url(REDIS_URL, + decode_responses=False, + health_check_interval=30) + +async def get_current_user(username: str): + return User(username=username) + +async def get_admin_user(user: Annotated[User, Depends(get_current_user)]): + if user.username != "admin": + raise HTTPException(status_code=401, detail="Required to be an admin user to perform operation") + return user \ No newline at end of file diff --git a/service/green_access_service/messages.py b/service/green_access_service/messages.py new file mode 100644 index 0000000..18a9e18 --- /dev/null +++ b/service/green_access_service/messages.py @@ -0,0 +1,84 @@ +from pydantic import BaseModel +from typing import List, Dict +import uuid + +class User(BaseModel): + username: str + +class RegisterFn(BaseModel): + function_name: str + payload: str + +class RegisterFnRep(BaseModel): + function_id: uuid.UUID + +class ExecuteFnReq(BaseModel): + function_id: uuid.UUID + endpoint_id: uuid.UUID + payload: str + +class ExecuteFnRep(BaseModel): + task_id: uuid.UUID + +class Resources(BaseModel): + endpoint_id: uuid.UUID + endpoint_name: str + runtime: float + energy: float + credit: float + endpoint_carbon_intensity: float + +class PredictFnRep(BaseModel): + function_id: uuid.UUID + predictions: List[Resources] + +class TaskStatusRep(BaseModel): + task_id: uuid.UUID + status: str + +class TaskResultRep(BaseModel): + task_id: uuid.UUID + status: str + result: str | None = None + exception: str | None = None + resources: Resources | None = None + +class AllocationRep(BaseModel): + credits_remaining: float + credits_consumed: float + credits_pending: float + energy_consumed: float + core_hours_consumed: float + jobs_completed: int + jobs_running: int + +class RegisterEndpointReq(BaseModel): + endpoint_id: uuid.UUID + display_name: str + nodes: int + cores_per_node: int + per_node_tdp: float + idle_power: float + embodied_carbon_rate: float = 0 + carbon_intensity: float | None = None + lat: float | None = None + long: float | None = None + +class RegisterUserReq(BaseModel): + new_user: User + init_credits: float + +class SetAllocationReq(BaseModel): + user: User + credit: float + +class JobExecutedReq(BaseModel): + credits_predicted: float + credits_consumed: float + energy_consumed: float + core_hours_consumed: float + +class FuncInfo(BaseModel): + function_id: uuid.UUID + name: str + user_id: str \ No newline at end of file diff --git a/service/green_access_service/models.py b/service/green_access_service/models.py new file mode 100644 index 0000000..697a8af --- /dev/null +++ b/service/green_access_service/models.py @@ -0,0 +1,59 @@ +import datetime + +import sqlalchemy as sa +from sqlalchemy import Column, String, Text, Float, Boolean, BigInteger, Integer, DateTime, PrimaryKeyConstraint, Table +import databases + +from .messages import * + +metadata = sa.MetaData() + +users = sa.Table( + "users", + metadata, + Column("user_id", String(256), primary_key=True), + Column("credits_remaining", Float, nullable=True), + Column("credits_consumed", Float, nullable=True), + Column("credits_pending", Float, nullable=True), + Column("energy_consumed", Float, nullable=True), + Column("core_hours_consumed", Float, nullable=True), + Column("jobs_completed", Integer, nullable=True), + Column("jobs_running", Integer, nullable=True), + Column("job_limit", Integer, nullable=True, default=16) +) + +jobs = sa.Table( + "jobs", + metadata, + Column("task_id", String(256), primary_key=True), + Column("endpoint_id", String(256), nullable=False), + Column("user_id", String(256), nullable=False), + Column("function_id", String(256), nullable=False), + Column("task_status", String(64), nullable=False), + Column("predicted_runtime", Float, nullable=True), + Column("predicted_energy", Float, nullable=True), + Column("predicted_credits", Float, nullable=True), + + Column("running_duration", Float, nullable=True), + Column("energy_consumed", Float, nullable=True), + Column("credits_consumed", Float, nullable=True), + Column("llc_misses", Float, nullable=True), + Column("instructions_retired", Float, nullable=True), + Column("core_cycles", Float, nullable=True), + Column("ref_cycles", Float, nullable=True), + Column("time_completed", DateTime, default=datetime.datetime.fromtimestamp(0)) +) + +functions = sa.Table( + "functions", + metadata, + Column("function_id", String(256), primary_key=True), + Column("user_id", String(256), nullable=False), + Column("name", Text, nullable=False) +) + +def init_database(url): + engine = sa.create_engine( + url + ) + metadata.create_all(engine) diff --git a/service/green_access_service/monitor.py b/service/green_access_service/monitor.py new file mode 100644 index 0000000..d4d48ec --- /dev/null +++ b/service/green_access_service/monitor.py @@ -0,0 +1,440 @@ +import asyncio +import ssl +import datetime +import os +import json +from collections import defaultdict + +import faust +from aiokafka.abc import AbstractTokenProvider +from aws_msk_iam_sasl_signer import MSKAuthTokenProvider +from faust.auth import OAuthCredentials +from sklearn.linear_model import ElasticNet +from scipy import integrate +import numpy as np +import pandas as pd +from diaspora_event_sdk import Client as GlobusClient +import httpx + +from green_access_service.records import Energy, Resource, Task, Workflow +from green_access_service.common import redis_db, database, APP_NAME, PREDICTION_TOPIC, RESOURCE_TOPIC +from green_access_service.models import jobs + +# TODO: Performance counters to use need to be endpoint specific? +PERF_COUTERS = ["perf_instructions_retired", "perf_llc_misses", "perf_unhalted_core_cycles", "perf_unhalted_reference_cycles"] + +class MSKTokenProvider(AbstractTokenProvider): + async def token(self): + return await asyncio.get_running_loop().run_in_executor(None, self._token) + + def _token(self): + token, _ = MSKAuthTokenProvider.generate_auth_token("us-east-1") + return token + +c = GlobusClient() +try: + keys = c.retrieve_key() + brokers = keys['endpoint'] + os.environ["AWS_ACCESS_KEY_ID"] = keys["access_key"] + os.environ["AWS_SECRET_ACCESS_KEY"] = keys["secret_key"] +except Exception as e: + raise RuntimeError("Failed to retrieve Kafka keys") from e + +min_training_threshold = 5 + +app = faust.App( + APP_NAME, + broker=brokers, + ssl_context=ssl.create_default_context(), + broker_credentials=OAuthCredentials( + oauth_cb=MSKTokenProvider(), ssl_context=ssl.create_default_context() + ), + store='rocksdb://', + producer_acks=1 +) +resource_topic = app.topic(RESOURCE_TOPIC) +prediction_topic = app.topic(PREDICTION_TOPIC) + +def create_node_id(msg): + return f"{msg.block_id}:{msg.run_id}" + +def validate_input_records(value): + key = value["msg_type"] + if key == "WORKFLOW_INFO": + try: + return "WORKFLOW_INFO", Workflow(**value) + except TypeError as e: + # print(f"Recived invalid workflow message: {e}, ignoring") + return None, value + elif key == "ENERGY_INFO": + try: + return "ENERGY_INFO", Energy(**value) + except TypeError as e: + # print(f"Recived invalid energy message: {e}, ignoring") + return None, value + elif key == "RESOURCE_INFO": + try: + return "RESOURCE_INFO", Resource(**value) + except TypeError as e: + # print(f"Recived invalid resource message: {e}, ignoring") + return None, value + else: + raise ValueError(f"Unknown key type: {key}") + +def get_key(msg): + t, v = validate_input_records(msg) + if t is None: + return "0000000" + return create_node_id(v) + +# train the model periodically (~ every 60 seconds) +def split(df): + gb = df.groupby(['pid']) + return [gb.get_group(x) for x in gb.groups] + +def sum_resources(df1, df2, columns=["perf_unhalted_core_cycles", "perf_unhalted_reference_cycles", "perf_llc_misses", "perf_instructions_retired"]): + df = pd.merge_asof(df1[columns], df2[columns], on="timestamp", direction="forward", tolerance=pd.Timedelta(3, unit="s")).fillna(0) + for col in columns: + df[col] = df[f"{col}_x"] + df[f"{col}_y"] + df = df.drop([f"{col}_x", f"{col}_y"], axis=1) + df = df.set_index("timestamp") + return df + +def send_data(producer, key, msg): + fut = producer.send(topic=PREDICTION_TOPIC, key=run_id, value=message) + return fut.result() + +async def train_and_send(energy_records, resource_records): + loop = asyncio.get_running_loop() + if len(energy_records) < min_training_threshold: + return + + run_id = energy_records[0].run_id + block_id = energy_records[0].block_id + + # This could be blocking IO, but redis is in-memory, so should be fast? + endpoint_id = redis_db.get(f"run_{run_id}") + try: + endpoint_info = json.loads(redis_db.get(f"endpoint_{endpoint_id}")) + except: + raise Exception(f"Could not find endpoint id {endpoint_id} in redis") + + try: + carbon_intensity = endpoint_info["carbon_intensity"] # TODO: Fetch from electricity maps with caching + except: + carbon_intensity = 502 + + resource_df = pd.DataFrame.from_records([v.to_representation() for v in resource_records]) + resource_df["timestamp"] = pd.to_datetime(resource_df["timestamp"]) + df_split = split(resource_df) + resources_dict = dict() + for i in range(len(df_split)): + df_new = df_split[i][["timestamp", "perf_unhalted_core_cycles", "perf_unhalted_reference_cycles", "perf_instructions_retired", "perf_llc_misses"]].diff() + df_new["timestamp"] = (df_new["timestamp"] / np.timedelta64(1, "s")) + df_new = df_new.div(df_new["timestamp"], axis='index') + df_new["pid"] = df_split[i]["pid"] + df_new["psutil_process_ppid"] = df_split[i]["psutil_process_ppid"].astype(int) + df_new["timestamp"] = df_split[i]["timestamp"] + df_new = df_new.set_index("timestamp") + df_new = df_new.dropna() # Drop first row of diff + if len(df_new) > 0: + resources_dict[df_new["pid"].iloc[0]] = df_new + + process_preds = {} + resources_dict = {k: v for k, v in sorted(resources_dict.items(), key=lambda item: item[1].index[-1] - item[1].index[0], reverse=True)} + node_resource_df = None + for process_df in resources_dict.values(): + if node_resource_df is None: + node_resource_df = process_df + else: + node_resource_df = sum_resources(node_resource_df , process_df) + + energy_df = pd.DataFrame.from_records([v.to_representation() for v in energy_records]) + energy_df["timestamp"] = pd.to_datetime(energy_df["timestamp"]) + energy_df["power"] = energy_df["total_energy"] / energy_df["duration"] + df_combined = pd.merge_asof(energy_df, node_resource_df, on="timestamp", direction="backward") + df_combined.replace([np.inf, -np.inf], np.nan, inplace=True) + df_combined = df_combined.dropna() + df_combined["power"] = df_combined["power"] / 1e6 # Covert uW to W + regr = ElasticNet(random_state=0, positive=True) + regr.fit(df_combined[PERF_COUTERS], df_combined["power"]) + regr.intercept_ = max(regr.intercept_, 0) + endpoint_info["idle_power"] = (0.5 * endpoint_info["idle_power"]) + (0.5 * regr.intercept_) + redis_db.set(f"endpoint_{endpoint_id}", json.dumps(endpoint_info)) + + df_combined["total_pred_power"] = regr.predict(df_combined[PERF_COUTERS]) - regr.intercept_ + df_combined["total_pred_power"] = df_combined["total_pred_power"].clip(lower=1e-7) + df_combined["true_incremental_power"] = df_combined["power"] - regr.intercept_ + + for process_df in resources_dict.values(): + try: + if process_df["psutil_process_ppid"].iloc[0] in resources_dict: + ppid = process_df["psutil_process_ppid"].iloc[0] + resources_dict[ppid] = sum_resources(resources_dict[ppid], process_df) + except Exception as e: + # Not all processes have parent + continue + + for pid, worker_df in resources_dict.items(): + worker_df = pd.merge_asof(df_combined[["total_pred_power", "true_incremental_power", "timestamp"]], worker_df, on="timestamp", direction="backward").dropna() + if len(worker_df) == 0: + continue + + worker_df["inferenced_power_prior"] = regr.predict(worker_df[PERF_COUTERS]) - regr.intercept_ + worker_df["inferenced_power"] = (worker_df["inferenced_power_prior"] / worker_df["total_pred_power"]) * worker_df["true_incremental_power"] + worker_df["inferenced_power"] = worker_df["inferenced_power"].clip(0, endpoint_info["per_node_tdp"]/endpoint_info["cores_per_node"]) + power_used = worker_df["inferenced_power"] + (regr.intercept_ / endpoint_info["cores_per_node"]) + adujusted_power = (power_used + (endpoint_info["per_node_tdp"]/endpoint_info["cores_per_node"])) / 2 + worker_df["credit"] = adujusted_power * (carbon_intensity + endpoint_info["embodied_carbon_rate"]) + worker_df["block_id"] = block_id + worker_df["run_id"] = run_id + worker_df["pid"] = pid + worker_df = worker_df[["block_id", "run_id", "timestamp", "pid", "perf_unhalted_core_cycles", "perf_unhalted_reference_cycles", "perf_llc_misses", "perf_instructions_retired", "inferenced_power", "credit"]] + if worker_df["inferenced_power"].max() > 1e-10: + message = { + "msg_type": "RESOURCE_INFO", + "resource_df": worker_df.to_dict('records') + } + await prediction_topic.send(key=run_id, value=message) + +@app.agent(resource_topic) +async def topic_processor(stream, concurrency=4): + async for values in stream.take(1000000, within=30): + print("Recieved message!!") + resource_table = defaultdict(lambda : ([], [])) + for value in values: + if value is None: + continue + msg_type, v = validate_input_records(value) + if msg_type is None: + continue + + if msg_type == "WORKFLOW_INFO": + # TODO: This needs to be a table instead of redis for resilience + redis_db.set(f"run_{v.run_id}", v.workflow_name) + + else: + node_id = create_node_id(v) + if msg_type == "ENERGY_INFO": + resource_table[node_id][0].append(v) + elif msg_type == "RESOURCE_INFO": + resource_table[node_id][1].append(v) + + await asyncio.gather(*[train_and_send(e_msgs, r_msgs) for (e_msgs, r_msgs) in resource_table.values()]) + +######### Deals with prediction ################ + +# Might eventually need for resilience +# task_status_table = app.Table( +# "task_status_table", +# default=lambda: {}, +# partitions=1, +# ) +# task_resource_table = app.Table( +# "task_resource_table", +# default=lambda: {}, +# partitions=1, +# ) + +# task_predictor -> completed_task_channel -> allocation_updator +completed_task_channel = app.channel() + +def create_node_id_pid(block_id, run_id, pid): + return f"{block_id}:{run_id}:{pid}" + +def create_try_task_id(run_id, try_id, task_id): + return f"{try_id}:{task_id}:{run_id}" + +def validate_prediction_records(value): + key = value["msg_type"] + if key == "RESOURCE_INFO": + try: + df = pd.DataFrame.from_records(value["resource_df"]) + return "RESOURCE_INFO", df + except TypeError as e: + print(f"Recieved invalid resource message: {e}, ignoring") + return None, value + elif key == "TASK_INFO": + try: + return "TASK_INFO", Task(**value) + except TypeError as e: + print(f"Recived invalid task message: {e}, ignoring") + return None, value + else: + raise ValueError(f"Unknown key type: {key}") + +def calculate_task_values(resource_list, task_list): + resource_df = pd.concat(resource_list) + resource_df["timestamp"] = pd.to_datetime(resource_df["timestamp"]) + resource_df = resource_df.set_index("timestamp") + timestamps = resource_df.index.astype(np.int64) / 10**9 + + pending_tasks = [] + completed_tasks = [] + last_timestamp = 0 + is_first = True + for task_record in task_list: + start_time = pd.to_datetime(task_record["task_try_time_running"]).asm8.astype(np.int64) / 10**9 # TODO: Check this conversion? + end_time = pd.to_datetime(task_record["task_try_time_running_ended"]).asm8.astype(np.int64) / 10**9 + + if end_time - 0.05 < timestamps[-1]: + if is_first: + resource_df["energy"] = integrate.cumtrapz(resource_df["inferenced_power"], + x=resource_df.index.astype(np.int64) / 10**9, # Convert to seconds + initial=0) + resource_df["cumulative_credits"] = integrate.cumtrapz(resource_df["credit"], + x=resource_df.index.astype(np.int64) / (10**9), # Convert to hours + initial=0) + for perf_counter in PERF_COUTERS: + resource_df[perf_counter] = integrate.cumtrapz(resource_df[perf_counter], x=resource_df.index.astype(np.int64) / 10**9, initial=0) + + is_first = False + # Deals with worker exiting too fast + end_time = min(end_time, timestamps[-1]) + + last_timestamp = end_time + pred_energy = np.interp(np.array([start_time, end_time]), timestamps, resource_df["energy"]) + carbon_credits = np.interp(np.array([start_time, end_time]), timestamps, resource_df["cumulative_credits"]) + task_record["energy_consumed"] = pred_energy[1] - pred_energy[0] + task_record["credits_consumed"] = carbon_credits[1] - carbon_credits[0] + for perf_counter in PERF_COUTERS: + interp_counters = np.interp(np.array([start_time, end_time]), timestamps, resource_df[perf_counter]) + task_record[perf_counter] = interp_counters[1] - interp_counters[0] + completed_tasks.append(task_record) + print(f"Infered energy for task {task_record['task_id']}") + else: + pending_tasks.append(task_record) + + resource_df = resource_df[timestamps >= last_timestamp] + return completed_tasks, [resource_df,], pending_tasks + + +@app.agent(prediction_topic) +async def task_predictor(stream): + task_resource_dict = {} + task_status_dict = {} + async for run_id, value in stream.items(): + #task_resource_dict = task_resource_table[run_id] + #task_status_dict = task_status_table[run_id] + + k, v = validate_prediction_records(value) + if k is None: + continue + + elif k == "RESOURCE_INFO": + print("Recieved resource info!") + node_id_pid = create_node_id_pid(v.iloc[0]["block_id"], v.iloc[0]["run_id"], v.iloc[0]["pid"]) + cur_record = task_resource_dict.get(node_id_pid, [[], [], []]) + # We only need to save records for processes that have pending tasks + if len(cur_record[1]) > 0 or len(cur_record[2]) > 0: + cur_record[0].append(v) + if len(cur_record[2]) > 0: + task_records, remaining_records, pending_tasks = calculate_task_values(cur_record[0], cur_record[2]) + for task in task_records: + await completed_task_channel.send(value=task) + cur_record[0] = remaining_records + cur_record[2] = pending_tasks + + task_resource_dict[node_id_pid] = cur_record + + elif k == "TASK_INFO": + if v.task_try_time_running is not None: + print("Received task start message") + + # Save task record + try_task_id = create_try_task_id(v.run_id, v.try_id, v.task_id) + cur_record = task_status_dict.get(try_task_id, [[], []]) + cur_record[0].append(v.to_representation()) + task_status_dict[try_task_id] = cur_record + + if len(cur_record[0]) == len(cur_record[1]): + task_record = cur_record[0][-1] + task_record["task_try_time_running_ended"] = cur_record[1]["task_try_time_running_ended"] + + # Add to pending tasks in resource table + node_id_pid = create_node_id_pid( + task_record["block_id"], task_record["run_id"], task_record["pid"]) + cur_record = task_resource_dict.get(node_id_pid, [[], [], []]) + if isinstance(cur_record, list): + cur_record[1] = set(cur_record[1]) + cur_record[1].discard(try_task_id) + cur_record[2].append(task_record) + task_resource_dict[node_id_pid] = cur_record + else: + task_record = cur_record[0][-1] + node_id_pid = create_node_id_pid( + task_record["block_id"], task_record["run_id"], task_record["pid"]) + cur_record = task_resource_dict.get(node_id_pid, [[], [], []]) + if isinstance(cur_record[1], list): + cur_record[1] = set(cur_record[1]) + cur_record[1].add(try_task_id) + task_resource_dict[node_id_pid] = cur_record + + if v.task_try_time_running_ended is not None: + print("Receive task finished message") + + try_task_id = create_try_task_id(v.run_id, v.try_id, v.task_id) + cur_record = task_status_dict.get(try_task_id, [[], []]) + cur_record[1].append(v.to_representation()) + task_status_dict[try_task_id] = cur_record + + if len(cur_record[0]) == len(cur_record[1]): + task_record = cur_record[0][-1] + task_record["task_try_time_running_ended"] = v.task_try_time_running_ended + + # Add to pending tasks in resource table + node_id_pid = create_node_id_pid( + task_record["block_id"], task_record["run_id"], task_record["pid"]) + + cur_record = task_resource_dict.get(node_id_pid, [[], [], []]) + if isinstance(cur_record[1], list): + cur_record[1] = set(cur_record[1]) + cur_record[1].discard(try_task_id) + cur_record[2].append(task_record) + task_resource_dict[node_id_pid] = cur_record + else: + task_record = cur_record[0][-1] + node_id_pid = create_node_id_pid( + task_record["block_id"], task_record["run_id"], task_record["pid"]) + cur_record = task_resource_dict.get(node_id_pid, [[], [], []]) + if isinstance(cur_record[1], list): + cur_record[1] = set(cur_record[1]) + cur_record[1].add(try_task_id) + task_resource_dict[node_id_pid] = cur_record + + #task_resource_table[run_id] = task_resource_dict + #task_status_table[run_id] = task_status_dict + +@app.agent(completed_task_channel) +async def inference_worker(tasks): + await database.connect() + async for task in tasks: + print(f"Received completed task {task['task_id']}") + payload = json.loads(redis_db.get(f"task_{task['task_id']}")) + start_time = pd.to_datetime(task["task_try_time_running"]) + end_time = pd.to_datetime(task["task_try_time_running_ended"]) + runtime = (end_time - start_time) / np.timedelta64(1, 'h') + + async with httpx.AsyncClient() as http_client: + params = {"username": payload["user_id"]} + req_payload = { + "credits_predicted": payload["predicted_credits"], + "credits_consumed": task["credits_consumed"] / (3600 * 1000), + "energy_consumed": task["energy_consumed"] / (3600 * 1000), + "core_hours_consumed": runtime + } + resp = await http_client.post(url="http://127.0.0.1:8000/allocation/deduct", params=params, json=req_payload) + + + # TODO: Do we need to batch inserts heres? + query = jobs.update().where(jobs.c.task_id==payload["task_id"]).values( + task_status="finished", + running_duration=(end_time - start_time) / np.timedelta64(1, 's'), + energy_consumed=task["energy_consumed"], + credits_consumed=task["credits_consumed"] / (3600 * 1000), + llc_misses=task["perf_llc_misses"], + instructions_retired=task["perf_instructions_retired"], + core_cycles=task["perf_unhalted_core_cycles"], + ref_cycles=task["perf_unhalted_reference_cycles"], + time_completed=datetime.datetime.now()) #pd.to_datetime(task["task_try_time_running_ended"])) + await database.execute(query) diff --git a/service/green_access_service/prediction.py b/service/green_access_service/prediction.py new file mode 100644 index 0000000..152046a --- /dev/null +++ b/service/green_access_service/prediction.py @@ -0,0 +1,167 @@ +from typing import Annotated +import random +import json +import redis +from multiprocessing import Process, Event +import pandas as pd +import asyncio +from io import BytesIO +import time + +from fastapi import APIRouter +import sqlalchemy as sa +from sqlalchemy import desc, select +from fancyimpute import KNN +from fancyimpute.scaler import Scaler + +from .messages import * +from .common import database, redis_db, redis_db_raw, REDIS_URL, DATABASE_URL +from .models import jobs, functions + +router = APIRouter( + prefix="/predict", + responses={404: {"description": "Not found"}}, +) +predictions = dict() + +# Prediction is computation heavy, so we put it in a new process +kill_event = Event() +prediction_pooling_process = None + + +@router.on_event("startup") +def startup(): + global prediction_pooling_process + prediction_pooling_process = Process(target=prediction_loop, args=(kill_event, REDIS_URL, DATABASE_URL, 60)) + prediction_pooling_process.start() + +@router.on_event("shutdown") +def shutdown(): + kill_event.set() + prediction_pooling_process.terminate() + prediction_pooling_process.join() + +@router.get("/") +async def predict_function(function_id: uuid.UUID, endpoint_id: uuid.UUID | None = None) -> PredictFnRep: + resp = PredictFnRep(function_id=function_id, predictions=[]) + endpoints = redis_db.smembers("endpoints") + + # TODO: Somehow cache this so every call doesn't have to read from redis + try: + prediction_matrix = pd.read_pickle(BytesIO(redis_db_raw.get("prediction_matrix"))) + except Exception as e: + # No prediction matrix. Must not be any data in database + if endpoint_id is not None: + endpoint_info = json.loads(redis_db.get(f"endpoint_{endpoint_id}")) + resp.predictions.append(Resources(endpoint_id=endpoint_id, + endpoint_name=endpoint_info["display_name"], + runtime=0, + energy=0, + credit=0, + endpoint_carbon_intensity=endpoint_info["carbon_intensity"])) + return resp + for eid in endpoints: + endpoint_info = json.loads(redis_db.get(f"endpoint_{eid}")) + resp.predictions.append(Resources(endpoint_id=eid, + endpoint_name=endpoint_info["display_name"], + runtime=0, + energy=0, + credit=0, + endpoint_carbon_intensity=endpoint_info["carbon_intensity"])) + return resp + + + query = functions.select().where(functions.c.function_id == str(function_id)) + func_record = await database.fetch_one(query) + func_name = func_record.name + + predictions[function_id] = dict() + for eid in endpoints: + endpoint_info = json.loads(redis_db.get(f"endpoint_{eid}")) + if eid not in prediction_matrix["running_duration"].columns: + # Special case for adding a new endpoint. + # Predict 0 to implore the user to run here :) + prediction = Resources(endpoint_id=eid, + endpoint_name=endpoint_info["display_name"], + runtime=0, + energy=0, + credit=0, + endpoint_carbon_intensity=endpoint_info["carbon_intensity"]) + predictions[function_id][eid] = prediction + continue + + + if func_name in prediction_matrix.index: + runtime = prediction_matrix.loc[func_name, ("running_duration", eid)] + power = prediction_matrix.loc[func_name, ("power", eid)] + else: + runtime = prediction_matrix.loc[:, ("running_duration", eid)].mean() + power = prediction_matrix.loc[:, ("power", eid)].mean() + + energy = runtime * (power + endpoint_info["idle_power"]/endpoint_info["cores_per_node"]) + adujusted_energy = (energy + (runtime * (endpoint_info["per_node_tdp"]/endpoint_info["cores_per_node"]))) / 2 + adujusted_energy = adujusted_energy / (1000 * 3600) # Convert to kWh + carbon_intensity = endpoint_info["carbon_intensity"] # TODO: Fetch from electricity maps with caching + credit = adujusted_energy * (carbon_intensity + endpoint_info["embodied_carbon_rate"]) + + prediction = Resources(endpoint_id=eid, + endpoint_name=endpoint_info["display_name"], + runtime=runtime, + energy=energy, + credit=credit, + endpoint_carbon_intensity=endpoint_info["carbon_intensity"]) + predictions[function_id][eid] = prediction + + if endpoint_id is None: + resp.predictions = list(predictions[function_id].values()) + else: + resp.predictions.append(predictions[function_id][str(endpoint_id)]) + + return resp + +def prediction_loop(kill_event, redis_url, database_url, polling_interval=60): + redis_db = redis.Redis.from_url(redis_url, + decode_responses=True, + health_check_interval=30) + engine = sa.create_engine(database_url) + while not kill_event.is_set(): + + query = select(jobs, functions.c.name).join( + functions, functions.c.function_id == jobs.c.function_id, + isouter=True).where(jobs.c.task_status == "finished").order_by(desc(jobs.c.time_completed)) + with engine.connect() as connection: + task_stats = pd.read_sql(query, connection) + if len(task_stats) == 0: + time.sleep(polling_interval) + continue + + task_stats["llc_misses"] = task_stats["llc_misses"] / 1e6 + task_stats["instructions_retired"] = task_stats["instructions_retired"] / 1e8 + task_stats["core_cycles"] = task_stats["core_cycles"] / 1e8 + + task_stats["power"] = task_stats["energy_consumed"] / task_stats["running_duration"] + task_stats["llc_misses_per_sec"] = task_stats["llc_misses"]/task_stats["running_duration"] + task_stats["instructions_per_sec"] = task_stats["instructions_retired"]/task_stats["running_duration"] + task_stats["core_cycles_per_sec"] = task_stats["core_cycles"] / task_stats["running_duration"] + + df = pd.pivot_table(task_stats, + values=["power", "running_duration", "instructions_per_sec", "llc_misses_per_sec", "core_cycles_per_sec", "energy_consumed"], + index=["name"], + columns=["endpoint_id"], + aggfunc="mean") + + imputer = KNN(k=3, normalizer=Scaler()) + perf_counters = df[["instructions_per_sec", "llc_misses_per_sec", "core_cycles_per_sec"]] + perf_counters_pred = imputer.fit_transform(perf_counters.values) + df = df.fillna(pd.DataFrame(perf_counters_pred, index=perf_counters.index, columns=perf_counters.columns)) + + imputer = KNN(k=3, normalizer=Scaler()) + runtime_df = df + runtime_pred = imputer.fit_transform(runtime_df.values) + df = df.fillna(pd.DataFrame(runtime_pred, index=runtime_df.index, columns=runtime_df.columns)) + + # Write prediction matrix to redis + bio = BytesIO() + df.to_pickle(bio) + redis_db.set("prediction_matrix", bio.getvalue()) + time.sleep(polling_interval) diff --git a/service/green_access_service/records.py b/service/green_access_service/records.py new file mode 100644 index 0000000..d57431e --- /dev/null +++ b/service/green_access_service/records.py @@ -0,0 +1,61 @@ +import faust +from datetime import datetime +from typing import Optional + +class Energy(faust.Record, serializer="json", isodates=True): + msg_type: str + block_id: str + run_id: str + timestamp: datetime + duration: int + total_energy: float + devices: str + hostname: str + resource_monitoring_interval: int + +class Resource(faust.Record, serializer="json", isodates=True): + msg_type: str + block_id: str + run_id: str + timestamp: datetime + pid: int + perf_unhalted_core_cycles: int + perf_unhalted_reference_cycles: int + perf_llc_misses: int + perf_instructions_retired: int + psutil_process_ppid: Optional[int] = None + psutil_process_name: Optional[str] = None + hostname: Optional[str] = None + inferenced_power: Optional[float] = None + credit: Optional[float] = None + first_msg: bool = False, + last_msg: bool = False, + +class Task(faust.Record, serializer="json", isodates=True): + msg_type: str + try_id: int + task_id: str + run_id: str + block_id: str + hostname: str + pid: int + task_try_time_running: Optional[datetime] = None + task_try_time_running_ended: Optional[datetime] = None + first_msg: bool = False, + last_msg: bool = False, + timestamp: Optional[datetime] = None + +class Workflow(faust.Record, serializer="json", isodates=True): + msg_type: str + run_id: str + workflow_name: str + workflow_version: str + time_began: datetime + tasks_failed_count: int + tasks_completed_count: int + parsl_version: str + python_version: str + time_completed: Optional[datetime] = None + host: Optional[str] = None + user: Optional[str] = None + rundir: Optional[str] = None \ No newline at end of file diff --git a/service/green_access_service/router.py b/service/green_access_service/router.py new file mode 100644 index 0000000..2ef1d3d --- /dev/null +++ b/service/green_access_service/router.py @@ -0,0 +1,165 @@ +from typing import Annotated, List +import json +import threading +import asyncio +import uuid +import queue +import time +from collections import defaultdict + +from fastapi import FastAPI, Depends, Query +from fastapi.middleware.cors import CORSMiddleware +import httpx +from globus_compute_sdk import Client +from globus_compute_sdk.sdk.monitoring import monitor_wrapper + +from green_access_service import access_control +from green_access_service import prediction +from green_access_service import admin +from green_access_service.messages import * +from green_access_service.common import database, redis_db, get_current_user, DATABASE_URL +from green_access_service.models import init_database, functions, jobs + +# FuncX Client +client = Client() +kill_event = threading.Event() +task_queue = queue.Queue() +func_submit_thread = None + +app = FastAPI() +app.include_router(access_control.router) +app.include_router(prediction.router) +app.include_router(admin.router) + +origins = ["*"] + +app.add_middleware( + CORSMiddleware, + allow_origins=origins, + allow_credentials=True, + allow_headers=["*"] +) + +@app.on_event("startup") +async def startup(): + global func_submit_thread + func_submit_thread = threading.Thread(target=function_submit_loop, + args=(kill_event, task_queue)) + init_database(DATABASE_URL) + func_submit_thread.start() + await database.connect() + +@app.on_event("shutdown") +async def shutdown(): + kill_event.set() + await database.disconnect() + func_submit_thread.join() + +@app.get("/") +async def liveness(user: Annotated[User, Depends(get_current_user)]): + return f"Alive" + +@app.post("/register_function") +async def register_function(user: Annotated[User, Depends(get_current_user)], register_req: RegisterFn) -> RegisterFnRep: + function = client.fx_serializer.deserialize(register_req.payload) + function = monitor_wrapper(function) + fn_id = client.register_function(function, function_name=register_req.function_name) + query = functions.insert().values(function_id=fn_id, + user_id=user.username, + name=register_req.function_name) + await database.execute(query) + return RegisterFnRep(function_id=fn_id) + +@app.post("/execute_function") +async def execute_function(user: Annotated[User, Depends(get_current_user)], execute_req: ExecuteFnReq) -> ExecuteFnRep: + async with httpx.AsyncClient() as http_client: + pred_req = {"function_id": execute_req.function_id, "endpoint_id": execute_req.endpoint_id} + resp = await http_client.get(url="http://127.0.0.1:8000/predict/", params=pred_req) + predicted_resources = resp.json()["predictions"][0] + resp = await http_client.post(url="http://127.0.0.1:8000/allocation/execute", params=user.dict(), json=predicted_resources) + + if not resp.status_code == httpx.codes.OK: + raise HTTPException(status_code=440, detail="Insufficient credits") + + task_id = uuid.uuid4() + query = jobs.insert().values(task_id=str(task_id), + endpoint_id=str(execute_req.endpoint_id), + user_id=user.username, + function_id=str(execute_req.function_id), + task_status="received", + predicted_runtime=predicted_resources["runtime"], + predicted_energy=predicted_resources["energy"], + predicted_credits=predicted_resources["credit"]) + await database.execute(query) + task_queue.put((user, task_id, execute_req, predicted_resources["credit"])) + return ExecuteFnRep(task_id=task_id) + +@app.get("/status") +async def get_status(user: Annotated[User, Depends(get_current_user)], task_id: str): + # TODO: Limit polling interval for task status and result + funcx_task_id = redis_db.get(f"access_{task_id}") + if funcx_task_id is None: + return {"task_id": task_id, "status": "waiting", "reason": "Waiting for batch submission to funcX"} + + funcx_results = await asyncio.to_thread(client.web_client.get_task, funcx_task_id) + return json.loads(funcx_results.text) + +@app.get("/batch/status") +async def get_batch_status(user: Annotated[User, Depends(get_current_user)], task_ids: list[str] | None = Query(default=None)): + # TODO: Limit polling interval for task status and result + batch = [] + response = {"task_ids": task_ids, "results": {}} + submitted_tasks = dict() + for task_id in task_ids: + funcx_task_id = redis_db.get(f"access_{task_id}") + if funcx_task_id is not None: + submitted_tasks[funcx_task_id] = task_id + batch.append(funcx_task_id) + else: + response["results"][task_id] = {"task_id": task_id, "status": "waiting", "reason": "Waiting for batch submission to funcX"} + + funcx_results = await asyncio.to_thread(client.web_client.get_batch_status, batch) + for funcx_task_id, result in funcx_results["results"].items(): + result["funcx_task_id"] = funcx_task_id + response["results"][submitted_tasks[funcx_task_id]] = result + return response + +@app.get("/functions") +async def get_functions(user: Annotated[User, Depends(get_current_user)]) -> List[FuncInfo] : + query = functions.select().where(functions.c.user_id==user.username) + return await database.fetch_all(query) + +def function_submit_loop(kill_event, task_queue, submit_interval=0.5, max_batch_size=20): + cur_batch = defaultdict(client.create_batch) + batch_functions = defaultdict(list) + batch_start_time = time.time() + + while not kill_event.is_set(): + try: + (user, task_id, execute_req, predicted_credits) = task_queue.get(block=False) + (args, kwargs) = client.fx_serializer.deserialize(execute_req.payload) + cur_batch[execute_req.endpoint_id].add(str(execute_req.function_id), args, kwargs) + batch_functions[execute_req.endpoint_id].append({ + "function_id": str(execute_req.function_id), + "task_id": str(task_id), + "user_id": user.username, + "predicted_credits": predicted_credits}) + + except queue.Empty: + time.sleep(0.1) + + if time.time() - batch_start_time > submit_interval: + for endpoint_id, batch in cur_batch.items(): + if len(batch_functions[endpoint_id]) > 0: + funcx_resp = client.batch_run(endpoint_id, batch) + func_idx = defaultdict(int) + for payload in batch_functions[endpoint_id]: + funcx_task_id = funcx_resp['tasks'][payload['function_id']][func_idx[payload['function_id']]] + func_idx[payload['function_id']] += 1 + redis_db.set(f"task_{funcx_task_id}", json.dumps(payload)) + redis_db.set(f"access_{payload['task_id']}", funcx_task_id) + + # Update new batch + cur_batch = defaultdict(client.create_batch) + batch_functions = defaultdict(list) + batch_start_time = time.time() diff --git a/service/pyproject.toml b/service/pyproject.toml new file mode 100644 index 0000000..e1ea191 --- /dev/null +++ b/service/pyproject.toml @@ -0,0 +1,39 @@ +[build-system] +requires = ["setuptools", "setuptools-scm"] +build-backend = "setuptools.build_meta" + +[project] +name = "green_access_service" +authors = [ + {name = "Alok Kamatar", email = "alokvk2@uchicago.edu"}, +] +description = "Package to experiment with green access allocation service" +readme = "README.md" +requires-python = ">=3.10" +license = {text = "BSD-3-Clause"} +classifiers = [ + "Programming Language :: Python :: 3", +] +dependencies = [ + "pyinstaller", + "tqdm", + "globus-compute-sdk @ git+https://github.com/AK2000/funcX@power_monitoring_new#subdirectory=compute_sdk", + "fancyimpute @ git+https://github.com/iskandr/fancyimpute.git", + "numpy", + "scikit-learn", + "pandas", + "aws-msk-iam-sasl-signer-python", + "faust-streaming[rocksdb]", + "redis", + "SQLAlchemy", + "uvicorn", + "databases[aiosqlite]", + "fastapi", + "diaspora-event-sdk", + "PyMySQL", + "httpx" +] +dynamic = ["version"] + +[tool.setuptools] +packages = ["green_access_service"] \ No newline at end of file diff --git a/view/green-access/.gitignore b/view/green-access/.gitignore new file mode 100644 index 0000000..a547bf3 --- /dev/null +++ b/view/green-access/.gitignore @@ -0,0 +1,24 @@ +# Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* +pnpm-debug.log* +lerna-debug.log* + +node_modules +dist +dist-ssr +*.local + +# Editor directories and files +.vscode/* +!.vscode/extensions.json +.idea +.DS_Store +*.suo +*.ntvs* +*.njsproj +*.sln +*.sw? diff --git a/view/green-access/README.md b/view/green-access/README.md new file mode 100644 index 0000000..e62e093 --- /dev/null +++ b/view/green-access/README.md @@ -0,0 +1,7 @@ +# Vue 3 + Vite + +This template should help get you started developing with Vue 3 in Vite. The template uses Vue 3 ` + + + + + + +
+ + + diff --git a/view/green-access/nohup.out b/view/green-access/nohup.out new file mode 100644 index 0000000..8159843 --- /dev/null +++ b/view/green-access/nohup.out @@ -0,0 +1,9 @@ + +> green-access@0.0.0 dev +> vite --port 3000 --host + + + VITE v5.2.2 ready in 586 ms + + ➜ Local: http://localhost:3000/ + ➜ Network: http://10.56.3.53:3000/ diff --git a/view/green-access/package-lock.json b/view/green-access/package-lock.json new file mode 100644 index 0000000..0772a6e --- /dev/null +++ b/view/green-access/package-lock.json @@ -0,0 +1,974 @@ +{ + "name": "green-access", + "version": "0.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "green-access", + "version": "0.0.0", + "dependencies": { + "bootstrap": "^5.3.3", + "bootstrap-icons": "^1.11.3", + "vue": "^3.4.21" + }, + "devDependencies": { + "@vitejs/plugin-vue": "^5.0.4", + "vite": "^5.2.2" + } + }, + "node_modules/@babel/parser": { + "version": "7.24.0", + "resolved": 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"0.0.0", + "type": "module", + "scripts": { + "dev": "vite", + "build": "vite build", + "preview": "vite preview" + }, + "dependencies": { + "bootstrap": "^5.3.3", + "bootstrap-icons": "^1.11.3", + "vue": "^3.4.21" + }, + "devDependencies": { + "@vitejs/plugin-vue": "^5.0.4", + "vite": "^5.2.2" + } +} diff --git a/view/green-access/public/vite.svg b/view/green-access/public/vite.svg new file mode 100644 index 0000000..e7b8dfb --- /dev/null +++ b/view/green-access/public/vite.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/view/green-access/src/App.vue b/view/green-access/src/App.vue new file mode 100644 index 0000000..cc079a5 --- /dev/null +++ b/view/green-access/src/App.vue @@ -0,0 +1,102 @@ + + + + + diff --git a/view/green-access/src/assets/vue.svg b/view/green-access/src/assets/vue.svg new file mode 100644 index 0000000..770e9d3 --- /dev/null +++ b/view/green-access/src/assets/vue.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/view/green-access/src/components/Tasks.vue b/view/green-access/src/components/Tasks.vue new file mode 100644 index 0000000..20d8b98 --- /dev/null +++ b/view/green-access/src/components/Tasks.vue @@ -0,0 +1,146 @@ + + + \ No newline at end of file diff --git a/view/green-access/src/main.js b/view/green-access/src/main.js new file mode 100644 index 0000000..496f42e --- /dev/null +++ b/view/green-access/src/main.js @@ -0,0 +1,8 @@ +import { createApp } from 'vue' +import 'bootstrap-icons/font/bootstrap-icons.css' +import './style.css' +import App from './App.vue' + +const app = createApp(App) +app.config.globalProperties.$user = 'user_0' +app.mount('#app') diff --git a/view/green-access/src/style.css b/view/green-access/src/style.css new file mode 100644 index 0000000..ce8a06f --- /dev/null +++ b/view/green-access/src/style.css @@ -0,0 +1,79 @@ +/* :root { + font-family: Inter, system-ui, Avenir, Helvetica, Arial, sans-serif; + line-height: 1.5; + font-weight: 400; + + color-scheme: light dark; + color: rgba(255, 255, 255, 0.87); + background-color: #242424; + + font-synthesis: none; + text-rendering: optimizeLegibility; + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; +} + +a { + font-weight: 500; + color: #646cff; + text-decoration: inherit; +} +a:hover { + color: #535bf2; +} + +body { + margin: 0; + display: flex; + place-items: center; + min-width: 320px; + min-height: 100vh; +} + +h1 { + font-size: 3.2em; + line-height: 1.1; +} + +button { + border-radius: 8px; + border: 1px solid transparent; + padding: 0.6em 1.2em; + font-size: 1em; + font-weight: 500; + font-family: inherit; + background-color: #1a1a1a; + cursor: pointer; + transition: border-color 0.25s; +} +button:hover { + border-color: #646cff; +} +button:focus, +button:focus-visible { + outline: 4px auto -webkit-focus-ring-color; +} + +.card { + padding: 2em; +} + +#app { + max-width: 1280px; + margin: 0 auto; + padding: 2rem; + text-align: center; +} + +@media (prefers-color-scheme: light) { + :root { + color: #213547; + background-color: #ffffff; + } + a:hover { + color: #747bff; + } + button { + background-color: #f9f9f9; + } +} */ diff --git a/view/green-access/vite.config.js b/view/green-access/vite.config.js new file mode 100644 index 0000000..05c1740 --- /dev/null +++ b/view/green-access/vite.config.js @@ -0,0 +1,7 @@ +import { defineConfig } from 'vite' +import vue from '@vitejs/plugin-vue' + +// https://vitejs.dev/config/ +export default defineConfig({ + plugins: [vue()], +})