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Least Squares Support Vector Machines Suykens, Johan A K (Katholieke Univ Leuven, Belgium)
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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
| Medios de comunicación | Libros Hardcover Book (Libro con lomo y cubierta duros) |
| Publicado | 14 de noviembre de 2002 |
| ISBN13 | 9789812381514 |
| Editores | World Scientific Publishing Co Pte Ltd |
| Páginas | 308 |
| Dimensiones | 160 × 234 × 21 mm · 588 g |
