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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
| メディア | 書籍 Hardcover Book (ハードカバー付きの本) |
| リリース済み | 2008年8月12日 |
| ISBN13 | 9780387772417 |
| 出版社 | Springer-Verlag New York Inc. |
| ページ数 | 603 |
| 寸法 | 163 × 241 × 38 mm · 1,09 kg |
| 言語 | 英語 |