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A CROC stronger than ROC: measuring, visualizing and optimizing early retrieval

Motivation: The performance of classifiers is often assessed using Receiver Operating Characteristic ROC [or (AC) accumulation curve or enrichment curve] curves and the corresponding areas under the curves (AUCs). However, in many fundamental problems ranging from information retrieval to drug disco...

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Detalles Bibliográficos
Main Authors: Swamidass, S. Joshua, Azencott, Chloé-Agathe, Daily, Kenny, Baldi, Pierre
Formato: Artigo
Idioma:Inglês
Publicado: Oxford University Press 2010
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC2865862/
https://ncbi.nlm.nih.gov/pubmed/20378557
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btq140
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