recall-score

Here are 14 public repositories matching this topic...

FaezehAbedi2023 / Statistical-Analysis-in-Sensor-Data-Processing-with-Machine-Learning-Models

This project develops an activity recognition model for a mobile fitness app using statistical analysis and machine learning. By processing smartphone sensor data, it extracts features to train models that accurately recognize user activities.

python numpy scikit-learn pandas matplotlib confusion-matrix histograms svm-classifier f1-score correlation-matrix decisiontreeclassifier accuracy-score randomforestclassifier smote-sampling precision-score recall-score smote-oversampler preprocessing-data

Updated Aug 6, 2024
Jupyter Notebook

sandyy2505 / personal-loan-modelling

Star

Supervised Classfication models - Logistic Regression & Decision Tree, AUC-ROC Curve

logistic-regression decision-tree statsmodels gridsearchcv vif auc-roc-curve recall-score cost-complexity-pruning

Updated Mar 31, 2021
Jupyter Notebook

iamkirankumaryadav / Improvement

Star

Improving a Machine Learning Model

python numpy pandas matplotlib f1-score gridsearchcv accuracy-score randomizedsearchcv randomforestclassifier randomized-search-cross-validation grid-search-cross-validation precision-score recall-score

Updated Jun 5, 2020
Jupyter Notebook

muhammad3245571106 / Student-Grade-Prediction

Star

This is the Data Mining Project for predicting the student's grade before the final and Mid-2 examination. I use Python and Jupyter Notebook for this Project.

python numpy sklearn jupyter-notebook pandas matplotlib confusion-matrix pyplot f1-score kneighborsclassifier gridsearchcv decisiontreeclassifier accuracy-score standardscaler train-test-split labelencoder precision-score recall-score

Updated Jun 23, 2024
Jupyter Notebook

ludovicmarecaux / London_Pumpy

Star

Data Project

data regression python3 matplotlib classification-algorithm xgboost-algorithm sklearn-library shap optuna streamlit recall-score sgdclassifier passive-aggressive-regressor

Updated Aug 30, 2022
Jupyter Notebook

NitinNandeshwar / Credit-Card-Fraud-Detection

Star

Performed EDA, Data Pre-processing, Imbalance data and Supervised Machine learning to predict customer transaction is fraud using features such as services that customer has signed up for, customer account information, and demographic information about the customer.

random-forest recall-score

Updated Mar 24, 2021
Jupyter Notebook

yash-sarwaswa / Pneumonia-Detection-CNN

Star

A python GUI application that uses a Convolutional Neural Network built in Tensorflow and Keras to classify chest x-rays into NORMAL or PNEUMONIC. The model has been trained on the dataset obtained from Kaggle and produces a good recall score of 94% on the test set.

tensorflow convolutional-neural-network classify-chest-xrays recall-score pneumonia-detection-cnn

Updated Jan 8, 2021
Jupyter Notebook

virajbhutada / breast-cancer-prediction

Star

The ML-based Breast Cancer Prediction Model classifies breast tumors as benign or malignant by analyzing key medical features from biopsy data. It offers healthcare professionals a reliable tool for diagnosis and treatment, showcasing the power of AI in healthcare with a focus on precision in detecting malignant tumors to improve patient outcomes.

data-science machine-learning random-forest naive-bayes exploratory-data-analysis xgboost logistic-regression decision-trees breast-cancer-prediction predictive-modeling data-processing support-vector-machines roc-curve precision f1-score benign-vs-malignant recall-score

Updated Oct 20, 2024
Jupyter Notebook

vahadruya / Capstone_Classification_Cardiovascular_Risk_Prediction

Star

This project explores the Framingham Heart disease dataset with the objective to predict its risk in 10 years. Various methods for handling missing values and outliers are explored as iterations. After analysing the dataset, important and necessary features are selected. Seven ML models are implemented, with evaluation on the basis of Test Recall.

python sklearn pandas t-test classification trimming decision-trees smote random-forest-classifier knn-classifier shap heart-disease-prediction xgboost-classifier recall-score chi-squared-test knn-imputation winsorization shapiro regression-imputation

Updated Apr 7, 2023
Jupyter Notebook

Tanzim-prog / sentiment_analysis_ml_stringdata

Star

The motive of this project is to find out the customer satisfaction of some residential hotels of Dhaka.

nlp machine-learning sentiment-analysis numpy scikit-learn pandas nltk classification logistic-regression confusion-matrix model-evaluation f1-score accuracy-score modelbuilding precision-score recall-score

Updated Sep 19, 2024
Python

cheeann13 / Custormer-Segmentation

Star

Classification problems with imbalance datasets, a SMOTE approach

accuracy imbalanced-data imbalanced-classification recall-score

Updated Sep 23, 2023
Jupyter Notebook

arzuisiktopbas / Risky_Business

Star

Machine-learning models to predict credit risk using free data from LendingClub. Imbalanced-learn and Scikit-learn libraries to build and evaluate models by using Resampling and Ensemble Learning

algorithm smoteenn recall-score cluster-centroids-algorithm oversampling-algorithms