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Least Squares Support Vector Machines Suykens, Johan A K (K U Leuven, Belgium)
Least Squares Support Vector Machines
Suykens, Johan A K (K U 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
| Mediji | Grāmatas Hardcover Book (Grāmata ar cieto muguriņu un vāku) |
| Izlaists | 2002. gada 14. novembris |
| ISBN13 | 9789812381514 |
| Izdevēji | World Scientific Publishing Co Pte Ltd |
| Lapas | 308 |
| Izmēri | 160 × 234 × 21 mm · 588 g |