Support vector machines for pattern classification

A guide on the use of SVMs in pattern classification, including a rigorous performance comparison of classifiers and regressors. The book presents architectures for multiclass classification and function approximation problems, as well as evaluation criteria for classifiers and regressors. Features:...

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Main Author: Abe, Shigeo, 1947-
Other Authors: SpringerLink (Online service)
Format: eBook
Language: English
Published: London : Springer, ©2010.
London : [2010]
Physical Description: 1 online resource (xix, 471 pages) : illustrations.
Edition: 2nd ed.
Series: Advances in pattern recognition.
Subjects:

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