Tournament leave-pair-out cross-validation for receiver operating characteristic analysis

Receiver operating characteristic analysis is widely used for evaluating diagnostic systems. Recent studies have shown that estimating an area under receiver operating characteristic curve with standard cross-validation methods suffers from a large bias. The leave-pair-out cross-validation has been...

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Detalles Bibliográficos
Autores principales: Montoya Perez, Ileana, Airola, Antti, Boström, Peter J, Jambor, Ivan, Pahikkala, Tapio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2018
Materias:
Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6745617/
https://www.ncbi.nlm.nih.gov/pubmed/30126322
http://dx.doi.org/10.1177/0962280218795190

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6745617/
https://www.ncbi.nlm.nih.gov/pubmed/30126322
http://dx.doi.org/10.1177/0962280218795190

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