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A New Support Vector Machine Plus with Pinball Loss

Zhu, WX; Song, YY; Xiao, YY

Xiao, YY (reprint author), Tianjin Key Lab Intelligence Comp & Novel Softwar, Tianjin, Peoples R China.; Xiao, YY (reprint author), Tianjin Univ Technol, Sch Comp & Commun Engn, Tianjin 300384, Peoples R China.

JOURNAL OF CLASSIFICATION, 2018; 35 (1): 52

Abstract

The hinge loss support vector machine (SVM) is sensitive to outliers. This paper proposes a new support vector machine with a pinball loss function (P......

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