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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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Bibliographische Detailangaben
Veröffentlicht in:Bioinformatics
Hauptverfasser: Saito, Takaya, Rehmsmeier, Marc
Format: Artigo
Sprache:Inglês
Veröffentlicht: Oxford University Press 2017
Schlagworte:
Online Zugang: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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