Machine learning evaluation: towards reliable and responsible ai
Auteur :
Japkowicz, Nathalie / Boukouvalas, Zois
Éditeur :
Cambridge University Press
ISBN :
9781316518861
Date de publication :
21 nov. 2024
Dimensions :
25,0 x 17,5 x 2,8 cm
Poids :
860 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
This accessible, comprehensive guide is aimed at students, practitioners, engineers, and users. The emphasis is on building robust, responsible machine learning products incorporating meaningful metrics, rigorous statistical analysis, fair training sets, and explainability. Implementations in Python and sklearn are available on the book's website.