Least Squares Support Vector Machines - Suykens, Johan A K (Katholieke Univ Leuven, Belgium) - Books - World Scientific Publishing Co Pte Ltd - 9789812381514 - November 14, 2002
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Suykens, Johan A K (Katholieke Univ Leuven, Belgium)
Least Squares Support Vector Machines

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An examination of least squares support vector machines (LS-SVMs) which are reformulations to standard SVMs. The authors explain the natural links between LS-SVM classifiers and kernel Fisher discriminant analysis. Bayesian inference of LS-SVM models is also discussed.

308 pages, Illustrations

Media Books     Hardcover Book   (Book with hard spine and cover)
Released November 14, 2002
ISBN13 9789812381514
Publishers World Scientific Publishing Co Pte Ltd
Pages 308
Dimensions 160 × 234 × 21 mm   ·   588 g

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