Consistency of Oblique Decision Tree and its Boosting and Random Forest

Haoran Zhan, Yu Liu, Yingcun Xia

Classification and Regression Tree (CART), Random Forest (RF) and Gradient Boosting Tree (GBT) are probably the most popular set of statistical learning methods. However, their sta…