Growing support vector classifiers with
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E. Parrado-HernΓ‘ndez; I. Mora-JimΓ©nez; J. Arenas-GarcΔ±Μa; A.R. Figueiras-Vidal;
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Article
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2003
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Elsevier Science
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English
β 170 KB
Semiparametric Support Vector Machines have shown to present advantages with respect to nonparametric approaches, in the sense that generalization capability is further improved and the size of the machines is always under control. We propose here an incremental procedure for Growing Support Vector