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One-class support vector machine with relative comparisons

โœ Scribed by Gu, Hong; Zhao, Guangzhou; Qiu, Jun


Book ID
108485180
Publisher
Bioline International
Year
2010
Tongue
English
Weight
420 KB
Volume
15
Category
Article
ISSN
1007-0214

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โœ Quang-Anh Tran; Xing Li; Haixin Duan ๐Ÿ“‚ Article ๐Ÿ“… 2005 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 188 KB

This letter proposes and analyzes a method (naq-estimate) to estimate the generalization performance of one-class support vector machine (SVM) for novelty detection. The method is an extended version of the na-estimate method, which is used to estimate the generalization performance of standard SVM