Lecture 15: Classification Trees

Key Word(s): Decision Tree, Classification Criteria, Gini Index, Entropy, Bias–Variance Tradeoff, Pruning

Slides

• PDF | Lecture 15: Classification Trees
• PPTX | Lecture 15: Classification Trees

Jupyter Notebook

• Lecture 15: Decision Trees Demo
• Standard Section 8: Bagging and Random Forest
• Lab 9: Decision Trees, Bagged Trees, Random Forests and Boosting