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Least Squares Support Vector Machines
Suykens, Johan A K (Katholieke Univ Leuven, Belgium)
Least Squares Support Vector Machines
Suykens, Johan A K (Katholieke Univ Leuven, Belgium)
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 |