About

The algorithm is implemented according to the book "Introduction to Data Mining (Second Edition)" by Pang-Ning Tan.

Steps To Use

View the attached dataset named "heart_disease.csv" for a better understanding.

1. The target or dependent column name must end with the suffix "_T".
   For example, if in a dataset the target variable column name is "gender", then it will be changed to "gender_T".
   Changes should be made by the user to the dataset before using it with the script.
2. Columns with categorical value must end with the suffix "_C".
3. "file_name" should be updated inside the script according to your dataset after following the previous steps.
4. After completing the previous steps, the script can be run as a typical Python 3 script, and it should output the accuracy of the given dataset.

Note

• Dataset is collated from here.
• Using attached dataset, the measured accuracy is 76.6.