Md. Rakibul Hasan
Civil Engineer
MS in Disaster Management (Contd.), University of Dhaka.
- Load the dataset
- Explain the features and target variable
- Deal with the missing values
- Perform One-hot Encoding
- Split the dataset into 80% training and 20% for testing. Add random state and stratification
- Perform the training with Decision Tree Classifier
- Show a tree diagram of the Decision Tree
- Show the Confusion Matrix, Classification report, and ROC-AUC
References:
Dataset Source: https://archive.ics.uci.edu/ml/datasets/heart+disease