The Success of AdaBoost and Its Application in Portfolio Management

Yijian Chuan, Chaoyi Zhao, Zhenrui He +1

We develop a novel approach to explain why AdaBoost is a successful classifier. By introducing a measure of the influence of the noise points (ION) in the training data for the bin…