An anti-noise ensemble algorithm for imbalance classification

Hou, Y; Li, L; Li, BL; Liu, JJ

Hou, Y (reprint author), Southwest Jiaotong Univ, Sch Mech Engn, Chengdu 610031, Sichuan, Peoples R China.

INTELLIGENT DATA ANALYSIS, 2019; 23 (6): 1205

Abstract

Ensemble learning is an excellent method for imbalance classification. However, the existing ensemble methods often ignore noise in the dataset, which......

Full Text Link