Lecture 19: Random Forrest II

Key Word(s): Random Forest, hyper-parameters, ensemble methods, MDI, CART, Imbalanced classes, F-score, Gradient Boosting

Slides

• Lecture 19 : Random Forest - Feature Importance (PDF)
• Lecture 19 : Boosting (PDF)

Exercises

• Lecture 19: [Notebook]