SL Chapter 6 Part3 (Bagging, Random Forests, Boosting, Variable importance)

This lecture introduces bagging, random forests and boosting methods which combine multiple simple learners (e.g. trees) into a more complex one. Variable importance for bagged trees is also discussed.