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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...

詳細記述

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書誌詳細
出版年:Bioinformatics
主要な著者: Saito, Takaya, Rehmsmeier, Marc
フォーマット: Artigo
言語:Inglês
出版事項: Oxford University Press 2017
主題:
オンライン・アクセス: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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