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precrec: Calculate Accurate Precision-Recall and ROC (Receiver Operator Characteristics) 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: 0.14.4
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: 2023-10-11
DOI: 10.32614/CRAN.package.precrec
Author: Takaya Saito ORCID iD [aut, cre], Marc Rehmsmeier ORCID 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.pdf
Vignettes: Introduction to precrec

Downloads:

Package source: precrec_0.14.4.tar.gz
Windows binaries: r-devel: precrec_0.14.4.zip, r-release: precrec_0.14.4.zip, r-oldrel: precrec_0.14.4.zip
macOS binaries: r-release (arm64): precrec_0.14.4.tgz, r-oldrel (arm64): precrec_0.14.4.tgz, r-release (x86_64): precrec_0.14.4.tgz, r-oldrel (x86_64): precrec_0.14.4.tgz
Old sources: precrec archive

Reverse dependencies:

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

Linking:

Please use the canonical form https://CRAN.R-project.org/package=precrec to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.