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Multi-class cost sensitive AdaBoost algorithm based on cost sensitive exponential loss function

Zhai, XY; Wang, XD; Jiang, Y; Wen, T

Zhai, XY (reprint author), Air Force Engn Univ, Inst Air Def & Antimissile, Xian 710051, Shaanxi, Peoples R China.

2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017; ( ): 6161

Abstract

The AdaBoost algorithm which is an important ensemble learning algorithm can effectively improve the classification performance of weak classifiers. M......

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