Least Squares Support Vector Machines
Bart (Katholieke Univ Leuven, Belgium) De Moor, Johan A K (Katholieke Univ Leuven, Belgium) Suykens, Joos P L (Katholieke Univ Leuven, Belgium) Vandewalle, Joseph (Katholieke Univ Leuven, Belgium) De Brabanter, Tony (Risk Management - Dexia Group, Belgium) Van Gestel
World Scientific Publishing Co Pte Ltd, 2002
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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.
- ISBN-13
- 9789812381514
- ISBN-10
- 9812381511
- Publisher
- World Scientific Publishing Co Pte Ltd
- Year
- 2002
- Publication date
- 2002-11-14
- Pages
- 308
- Dimensions
- 234x160x21
- Weight
- 588