Evaluating Classification Model Against Bayes Error Rate

For a classification task, we usually select an appropriate classifier via model selection. How to evaluate whether the chosen classifier is optimal? One can answer this question via Bayes error rate (BER). Unfortunately, estimating BER is a fundamental conundrum. Most existing BER estimators focus...

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Publié dans:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 8 vom: 29. Aug., Seite 9639-9653
Auteur principal:	Chen, Qingqiang (Auteur)
Autres auteurs:	Cao, Fuyuan, Xing, Ying, Liang, Jiye
Format:	Article en ligne
Langue:	English
Publié:	2023
Accès à la collection:	IEEE transactions on pattern analysis and machine intelligence
Sujets:	Journal Article