In this repository, we are analyzing the heart patients, and determining whether he is suffering from heart disease or not.
For this, we have compared the performance of different models:-
Mode-1--> AdaBoostClassifier
Mdoel-2--> RandomForestClassifier
Model-3-->BaseyianRidge
Model-4-->GradientBoosting
We have observed that, AdaBoostClassifeir is providing us the best results with testing_accuracy-0.97 and Metric_score=0.87