Model selection and error estimation in a nutshell
Auteur :
Oneto, Luca
Éditeur :
Springer Nature Switzerland AG
ISBN :
9783030243616
Date de publication :
14 août 2020
Dimensions :
23,5 x 15,5 cm
Langue :
Anglais
Pays d'origine :
Suisse
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.