Least Squares Support Vector Machines.

This book focuses on Least Squares Support Vector Machines (LS-SVMs) which are reformulations to standard SVMs. LS-SVMs are closely related to regularization networks and Gaussian processes but additionally emphasize and exploit primal-dual interpretations from optimization theory. The authors expla...

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Bibliographic Details
Online Access:	Full text (MCPHS users only)
Main Author:	Suykens, Johan A. K.
Other Authors:	Gestel, Tony van, De Brabanter, Jos, De Moor, Bart, Vandewalle, Joos
Format:	Electronic eBook
Language:	English
Published:	Singapore : World Scientific Publishing Company, 2002
Subjects:	Algorithms. Kernel functions. Least squares. Machine learning. Algorithms Machine Learning algorithms.
Local Note:	ProQuest Ebook Central

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Least Squares Support Vector Machines.

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