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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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Bibliografiske detaljer
Udgivet i:Bioinformatics
Main Authors: Saito, Takaya, Rehmsmeier, Marc
Format: Artigo
Sprog:Inglês
Udgivet: Oxford University Press 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5408773/
https://ncbi.nlm.nih.gov/pubmed/27591081
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btw570
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