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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...
Autores principales: | Montoya Perez, Ileana, Airola, Antti, Boström, Peter J, Jambor, Ivan, Pahikkala, Tapio |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2018
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Materias: | |
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 |
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