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Support Vector Machines - Information Science and Statistics Ingo Steinwart 2008 edition
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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.
601 pages, 10 black & white tables, biography
| Media | Bøker Pocketbok (Bok med mykt omslag og limt rygg) |
| Utgitt | 31. oktober 2014 |
| ISBN13 | 9781489989635 |
| Utgivere | Springer-Verlag New York Inc. |
| Antall sider | 601 |
| Mål | 156 × 236 × 39 mm · 914 g |
| Språk | Engelsk |