Robust and Efficient Boosting Method using the Conditional Risk

Zhi Xiao, Zhe Luo, Bo Zhong +1

Well-known for its simplicity and effectiveness in classification, AdaBoost, however, suffers from overfitting when class-conditional distributions have significant overlap. Moreov…