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Alternative Performance Measures for Prediction Models

As a performance measure for a prediction model, the area under the receiver operating characteristic curve (AUC) is insensitive to the addition of strong markers. A number of measures sensitive to performance change have recently been proposed; however, these relative-performance measures may lead...

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Detalles Bibliográficos
Autores principales: Wu, Yun-Chun, Lee, Wen-Chung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3946724/
https://www.ncbi.nlm.nih.gov/pubmed/24608868
http://dx.doi.org/10.1371/journal.pone.0091249