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precrec: Calculate Accurate Precision-Recall and ROC (Receiver OperatorCharacteristics) Curves

Accurate calculations and visualization of precision-recall and ROC (Receiver Operator Characteristics) curves. Saito and Rehmsmeier (2015) <doi:10.1371/journal.pone.0118432>.

Version:0.14.5
Depends:R (≥ 3.2.1)
Imports:Rcpp (≥ 1.0.0),ggplot2 (≥ 3.0.0),assertthat (≥ 0.2), grid,gridExtra (≥ 2.0.0), methods,data.table (≥ 1.10.4),withr (≥ 2.3.0), graphics (≥ 4.0.0),rlang (≥ 1.0.0)
LinkingTo:Rcpp
Suggests:testthat (≥ 3.0.0),knitr (≥ 1.11),rmarkdown (≥ 2.0),vdiffr (≥ 1.0.0),patchwork (≥ 1.1.2)
Published:2025-05-15
DOI:10.32614/CRAN.package.precrec
Author:Takaya SaitoORCID iD [aut, cre], Marc RehmsmeierORCID iD [aut]
Maintainer:Takaya Saito <takaya.saito at outlook.com>
BugReports:https://github.com/evalclass/precrec/issues
License:GPL-3
URL:https://github.com/evalclass/precrec
NeedsCompilation:yes
Language:en-US
Citation:precrec citation info
Materials:README,NEWS
CRAN checks:precrec results

Documentation:

Reference manual:precrec.html ,precrec.pdf
Vignettes:Introduction to precrec (source,R code)

Downloads:

Package source: precrec_0.14.5.tar.gz
Windows binaries: r-devel:precrec_0.14.5.zip, r-release:precrec_0.14.5.zip, r-oldrel:precrec_0.14.5.zip
macOS binaries: r-release (arm64):precrec_0.14.5.tgz, r-oldrel (arm64):precrec_0.14.5.tgz, r-release (x86_64):precrec_0.14.5.tgz, r-oldrel (x86_64):precrec_0.14.5.tgz
Old sources: precrec archive

Reverse dependencies:

Reverse imports:aggreCAT,diffuStats,HEMDAG,prcbench,usefun
Reverse suggests:explainer,inferCSN,mlr3viz,simphony

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=precrecto link to this page.


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