Chapter 18.08: XGBoost

We introduce XGBoost, a highly efficient, tree-based boosting system with additional regularizers.

Lecture video

Lecture slides

Download »slides-boosting-xgboost.pdf«

• « Chapter 18.07: Gradient Boosting with Trees II
• Chapter 18.09: Component Wise Boosting Basics 1 »