Simple prediction of heart disease with random forest algorithm
The project was done by Roman COTTINET, Bryan JALIOT and Hajar RAHMOUNE.
You can find our article related to our project :
https://medium.com/@jaliot.bryan/predict-heart-disease-using-random-forest-bd84e1dc3adb
The demo :
https://www.youtube.com/watch?v=X5tHdYcSr0I
📰 Data sources
https://www.kaggle.com/amanajmera1/framingham-heart-study-dataset
Notebook You will find the Notebook did in Colab in the folder Notebook.
👉 Requirements You need to install some library
python -m pip install requirements.txt
or manually
numpy | flask | requests | sklearn | matplotlib | seaborn | pandas
Start back application with
python app.py
You can test the app with prepared request in another terminal :
python request.py
Start front application with
Go into /client folder
cd /client
Run :
npm install && ng serve
Go on http://localhost:4200
**ps: Field input in form with proper values **
The app is in WIP
😃