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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