Least Squares Support Vector Machines
Book Details
Format
Hardback or Cased Book
ISBN-10
9812381511
ISBN-13
9789812381514
Publisher
World Scientific Publishing Co Pte Ltd
Imprint
World Scientific Publishing Co Pte Ltd
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Nov 14th, 2002
Print length
308 Pages
Weight
588 grams
Dimensions
23.40 x 16.00 x 2.10 cms
Product Classification:
Machine learning
Ksh 18,000.00
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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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