Decision-Tree-Classifier via CART Algorithm

CART algorithm on Decision Tree analyzed.

• The accuracy is validated through K-Fold Cross Validation(for various k) and bootstrap estimation strategies.
• The results are shown through variety of metrics like recall, confusion matrix and precision.

To run the project:

  $ python3 DA.py

Description:

• DA.py - Main Project Script
• Soyabean.csv - Dataset used for analysis

This is a term project submitted for the course evaluation of Data Analytics(CS40003) at IIT Kharagpur