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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:	Namdar, Khashayar, Haider, Masoom A., Khalvati, Farzad
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2021
Materias:	Artificial Intelligence
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8670229/ https://www.ncbi.nlm.nih.gov/pubmed/34917933 http://dx.doi.org/10.3389/frai.2021.582928

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