decisionTree

Decision tree classifier for credit dataset using ID3,C4.5 and CBDSDT

Install dependencies as:

1. pip install pandas
2. pip install plotly
3. pip install graphviz

Usage:

Creates decision tree using different dtree algos such as ID3,C4.5 and CBDSDT(Cost Benefit Dual Sensetive Decision Tree). Also, compares these algorithms. Run as: python dtree.py Decision trees are stored in folder dtree

Decision Tree:

C4.5 on Creditor's database

ID3 on Creditor's database

CBDSDT on Creditor's database

Comparison Graphs