Precrec: fast and accurate precision–recall and ROC curve calculations in R

SUMMARY: The precision–recall plot is more informative than the ROC plot when evaluating classifiers on imbalanced datasets, but fast and accurate curve calculation tools for precision–recall plots are currently not available. We have developed Precrec, an R library that aims to overcome this limita...

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Detalles Bibliográficos
Autores principales: Saito, Takaya, Rehmsmeier, Marc
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2017
Materias:
Applications Notes
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5408773/
https://www.ncbi.nlm.nih.gov/pubmed/27591081
http://dx.doi.org/10.1093/bioinformatics/btw570

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5408773/
https://www.ncbi.nlm.nih.gov/pubmed/27591081
http://dx.doi.org/10.1093/bioinformatics/btw570

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