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Support Vector Machines - Information Science and Statistics Ingo Steinwart 2008 edition
Support Vector Machines - Information Science and Statistics
Ingo Steinwart
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 | Boeken Hardcover Book (Boek met harde rug en kaft) |
| Vrijgegeven | 12 augustus 2008 |
| ISBN13 | 9780387772417 |
| Uitgevers | Springer-Verlag New York Inc. |
| Pagina's | 603 |
| Afmetingen | 163 × 241 × 38 mm · 1,04 kg |
| Taal en grammatica | Engels |
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