Jupyter notebook containing the code for demonstrating the hyper parameter tuning. We have built a cardiac disease prediction model using decision tree classifier trained on the Cleveland heart disease dataset. The improvement in the classification performance after the process of hyper parameter tuning is demonstrated .

train_heart.csv is the training dataset file
test_heart.csv is the testing dataset file