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Ensemble one-class support vector machines for content-based image retrieval

โœ Scribed by Roung-Shiunn Wu; Wen-Hsin Chung


Book ID
108128067
Publisher
Elsevier Science
Year
2009
Tongue
English
Weight
387 KB
Volume
36
Category
Article
ISSN
0957-4174

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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