1 Boosting概述
2 Classification and Regression Tree
3 AdaBoost
3.1 算法框架
3.2 原理：Additive Modeling
4 Gradient Boosting Machine
4.1 理论基础：Numerical Optimization
4.1.1 steepest-descent
4.1.2 function space
4.2 gradient boosting 计算框架
4.2.1 gradient boost
4.2.2 tree boost
4.2.3 Application: LS, LAD, Lk_Boost
5 Reference