GAdaBoost: An Efficient and Robust AdaBoost Algorithm Based on Granular-Ball Structure

Qin Xie, Qinghua Zhang, Shuyin Xia +2

Adaptive Boosting (AdaBoost) faces significant challenges posed by label noise, especially in multiclass classification tasks. Existing methods either lack mechanisms to handle lab…