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Model Selection and Error Estimation in a Nutshell - Modeling and Optimization in Science and Technologies Luca Oneto 2020 edition
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Model Selection and Error Estimation in a Nutshell - Modeling and Optimization in Science and Technologies
Luca Oneto
Statistical learning theory answers these questions by deriving non-asymptotic bounds on the generalization error of a model or, in other words, by upper bounding the true error of the learned model based just on quantities computed on the available data.
132 pages, 100 Tables, color; 62 Illustrations, black and white; XIII, 132 p. 62 illus.
| Medien | Bücher Taschenbuch (Buch mit Softcover und geklebtem Rücken) |
| Erscheinungsdatum | 14. August 2020 |
| ISBN13 | 9783030243616 |
| Verlag | Springer Nature Switzerland AG |
| Seitenanzahl | 132 |
| Maße | 155 × 233 × 13 mm · 240 g |
| Sprache | Deutsch |
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