Heart Disease Classifier using Decision Tree

This minor project is a machine learning model to classify if the patient is at risk of heart attack or not based on the given data using a decision tree classifier.

Tools

What's Within?

• Both Entropy and Gini Index classifiers were used, and the results were compared.
• Implementing Pruning for the overfitting problem, with both pre and pot approaches.

Prepared By

• Sarah Khalid Alaradi skmaloridi@sm.imamu.edu.sa
• Shoug Ali Alsuhaibani ssuhaibani@sm.imamu.edu.sa