Heart-Disease-Classification Project

Aim of the project

Given medical patient's attributes, is it possible for a Machine Learning model to predict whether or not the patient has a heart disease?

Dependencies installation

pip install pandas

pip install scikit-learn

pip install matplotlib

pip install numpy

Results

Best model :LogisticRegression (with tunned hyperparameters using GridSearchCV).

About the data

The original data set come frome the "https://archive.ics.uci.edu/dataset/45/heart+disease"

Model Comparison

Classification report:

How to use the trained model?

To use the trained model (use 'joblib'):

* from joblib import load

* load(filename= 'trained_model.joblib')

It is imported you can now use it to make predictions!!