Least squares support vector machines
Auteur :
Suykens, Johan A K / Van Gestel, Tony / De Brabanter, Joseph / De Moor, Bart / Vandewalle, Joos P L
Éditeur :
World Scientific Publishing Co Pte Ltd
ISBN :
9789812381514
Date de publication :
14 nov. 2002
Langue :
Anglais
Pays d'origine :
Singapour
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.