A Modified AUC for Training Convolutional Neural Networks: Taking Confidence Into Account

Receiver operating characteristic (ROC) curve is an informative tool in binary classification and Area Under ROC Curve (AUC) is a popular metric for reporting performance of binary classifiers. In this paper, first we present a comprehensive review of ROC curve and AUC metric. Next, we propose a mod...

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Detalles Bibliográficos
Autores principales: Khashayar Namdar, Masoom A. Haider, Farzad Khalvati
Formato: article
Lenguaje:EN
Publicado: Frontiers Media S.A. 2021
Materias:
AUC
ROC
CNN
Acceso en línea:https://doaj.org/article/cdc4554b35574a33b03b9561a0a465be
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