Model Selection and Error Estimation in a Nutshell - Oneto - Books - Springer Nature Switzerland AG - 9783030243586 - July 25, 2019
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Model Selection and Error Estimation in a Nutshell 1st ed. 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     Book
Released July 25, 2019
ISBN13 9783030243586
Publishers Springer Nature Switzerland AG
Pages 132
Dimensions 150 × 220 × 20 mm   ·   343 g
Language German  

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