Support Vector Machines - Information Science and Statistics - Ingo Steinwart - Books - Springer-Verlag New York Inc. - 9780387772417 - August 12, 2008
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Support Vector Machines - Information Science and Statistics 2008 edition

Ingo Steinwart

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Support Vector Machines - Information Science and Statistics 2008 edition

In a nutshell, we identify at least three reasons for the success of SVMs: their ability to learn well with only a very small number of free parameters, their robustness against several types of model violations and outliers, and last but not least their computational e?ciency compared with several other methods.

618 pages, 23 black & white illustrations, 2 colour illustrations, 10 black & white tables

Media Books     Hardcover Book   (Book with hard spine and cover)
Released August 12, 2008
ISBN13 9780387772417
Publishers Springer-Verlag New York Inc.
Pages 603
Dimensions 163 × 241 × 38 mm   ·   975 g
Language English  

See all of Ingo Steinwart ( e.g. Hardcover Book and Paperback Book )