Lecture 17: Bagging

Key Word(s): Decision Trees, Regression Trees, Stopping Conditions, Pruning, Bagging, Overfitting

Slides

• Lecture 17 : Decision Trees - B (PDF)
• Lecture 17 : Decision Trees - C (PDF)
• Lecture 17 : Decision Trees - Bagging (PDF)

Exercises

• Lecture 17: Exercise - Classification using Decision Tree [Notebook]
• Lecture 17: Exercise - Bagging Classification with Decision Boundary [Notebook]
• Lecture 17: Exercise - Regression with Bagging [Notebook]