Two Criteria for Model Selection in Multiclass Support Vector Machines

Wang, Lei
Xue, Ping
Chan, Kap Luk

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Publication date

February 2016

DOI

10.1109/TSMCB.2008.927272

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Journal

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)

Abstract

Practical applications call for efficient model selection criteria for multiclass support vector machine (SVM) classification. To solve this problem, this paper develops two model selection criteria by combining or redefining the radius-margin bound use

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Two Criteria for Model Selection in Multiclass Support Vector Machines

Abstract

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Two Criteria for Model Selection in Multiclass Support Vector Machines

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