HyperParameterTuning

This repository uses the heart dataset from Kaggle and applies hyperparameter tuning for the Support Vector Machine (SVM) Model.

Three algorithms were evaluated for the hyperparameter tuning of the dataset:

1. Random Search CV
2. Grid Search CV
3. Bayes Search CV