Heart Disease Classification

This project focuses on classifying the heart disease using ML algorithms like:

⦿ Logistic regression

⦿ Decision Tree Classifier

⦿ Random Forest

Steps

• Exploratory data analysis

• Implementation of ML models using all features

• Feature Selection

• Implementation of ML models using Selected features

• Comparative analysis of models using ROC curves

Data Source

Data source is available at Kaggle: https://www.kaggle.com/datasets/johnsmith88/heart-disease-dataset

Authors

• @Taimoormukhtar