Machine Learning dengan K-nearest Neighbor Algorithm

Aplikasi ini untuk menentukan prediksi pengunduran diri mahasiswa menggunakan algoritma KNN dengan menghitung 5 fitur diantaranya : ipk terakhir, Semester, jarak rumah ke kampus, penghasilan ortu, jenis kelamin.

Arsitektur Aplikasi

Front End

1. HTML
2. CSS
3. JS / JQuery
4. PHP

Back End

1. Python 3 with Sckit Learn

Tambahan

1. Google Maps API

Kebutuhan

1. PHP 5 / 7
2. python 3
3. mysql

instalasi

1. clone https://github.com/HIMIFDA/Machine-Learning-KNN.git

2. import db (buat nama db)

3. jalankan

   localhost/nama_direktori

   python3 app.py

License

© 2017 Himpunan Mahasiswa Informatika Unsada

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.