iBoost: Boosting using an instance-based exponential weighting scheme
Amitava Karmaker, Kihoon Yoon, Chau Duc Minh Nguyen, Stephen S. Kwek · International Journal of Hybrid Intelligent Systems · 2007
AdaBoost is a well-recognized ensemble method to improve prediction accuracy over the base learning algorithm. However, it is prone to overfitting the training instances [18]. Freund, Mansour and Schapire [5] established that using exponential weight