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Least Squares Support Vector Machines

By: Belgium) Suykens Johan A K (Katholieke Univ Leuven (Author) , Belgium) Van Gestel Tony (Risk Management - Dexia Group (Author) , Belgium) De Brabanter Joseph (Katholieke Univ Leuven (Author)

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Ksh 22,500.00

Format: Hardback or Cased Book

ISBN-13: 9789812381514

Publisher: World Scientific Publishing Co Pte Ltd

Publication Date: Nov 14th, 2002

Weight: 588 grams

Dimension: 23.40 x 16.00 x 2.10 cms

Category: Machine learning

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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.

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