Model Selection and Error Estimation in a Nutshell - Modeling and Optimization in Science and Technologies - Luca Oneto - Books - Springer Nature Switzerland AG - 9783030243616 - August 14, 2020
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Luca Oneto
Model Selection and Error Estimation in a Nutshell - Modeling and Optimization in Science and Technologies 2020 edition

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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.

Media Books     Paperback Book   (Book with soft cover and glued back)
Released August 14, 2020
ISBN13 9783030243616
Publishers Springer Nature Switzerland AG
Pages 132
Dimensions 155 × 233 × 13 mm   ·   240 g
Language German  

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