A new multi-class support vector machines

被引：0

作者：

Xin, D ^{[1
]}

Wu, ZH ^{[1
]}

Pan, YH ^{[1
]}

机构：

[1] Zhejiang Univ, Dept Comp Sci & Engn, Hangzhou 310027, Peoples R China

来源：

2001 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: E-SYSTEMS AND E-MAN FOR CYBERNETICS IN CYBERSPACE | 2002年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A new classification using support vectors is presented. Support Vector Machines that learn classification problem are specific to use hyperplane. We propose a novel approach that contains support vectors describing the hypersphere to separates the samples. We also generalize it in multi-class classification phrase. The experiment results on UCI datasets are presented.

引用

页码：1673 / 1676

页数：4

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