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Model Selection and Error Estimation in a Nutshell

Language EnglishEnglish
Book Hardback
Book Model Selection and Error Estimation in a Nutshell Luca Oneto
Libristo code: 22576989
Publishers Springer Nature Switzerland AG, July 2019
Statistical learning theory answers these questions by deriving non-asymptotic bounds on the general... Full description
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212.72  лв
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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.

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About the book

Full name Model Selection and Error Estimation in a Nutshell
Author Luca Oneto
Language English
Binding Book - Hardback
Date of issue 2019
Number of pages 132
EAN 9783030243586
ISBN 3030243583
Libristo code 22576989
Publishers Springer Nature Switzerland AG
Weight 395
Dimensions 155 x 235 x 14

Categories

Mathematics & Science > Mathematics > Probability & statistics
Computing & Information Technology > Databases > Data mining
Computing & Information Technology > Computer science > Artificial intelligence
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