Support Vector Machines - Information Science and Statistics - Ingo Steinwart - Books - Springer-Verlag New York Inc. - 9781489989635 - October 31, 2014
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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.

601 pages, 10 black & white tables, biography

Media Books     Paperback Book   (Book with soft cover and glued back)
Released October 31, 2014
ISBN13 9781489989635
Publishers Springer-Verlag New York Inc.
Pages 603
Dimensions 155 × 235 × 32 mm   ·   857 g
Language English  

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