Bootstrap techniques for error estimation

The design of a pattern recognition system requires careful attention to error estimation. The error rate is the most important descriptor of a classifier's performance. The commonly used estimates of error rate are based on the holdout method, the resubstitution method, and the leave-one-out m...

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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 9(1987), 5 vom: 01. Mai, Seite 628-33
Auteur principal: Jain, A K (Auteur)
Autres auteurs: Dubes, R C, Chen, C C
Format: Article
Langue:English
Publié: 1987
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article