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L-SVM: A radius-margin-based SVM algorithm with LogDet regularization

Du, JZ; Lu, WG; Wu, XH; Dong, JY; Zuo, WM

Lu, WG (reprint author), Ocean Univ China, Dept Comp Sci & Technol, Room 110,Teaching Ctr Fundamental Courses Bldg, Qingdao 266100, Shandong, Peoples R China.

EXPERT SYSTEMS WITH APPLICATIONS, 2018; 102 (): 113

Abstract

Theoretically, support vector machines (SVMs) have general error bounds along a radius-margin ratio, while conventional SVMs consider only the maximiz......

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