precrec

0.14.5

Calculate Accurate Precision-Recall and ROC (Receiver Operator Characteristics) Curves

7packages depend

61.2Kdownloads / year

96.6%test coverage

13/13checks pass

Overview

About

Maintained by Takaya SaitoFirst published 2015-12-0427 releasesCRAN page ↗GitHub ↗

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

Install

R (CRAN)pak (dev)Ubuntu (r2u)openSUSE (OBS)

install.packages("precrec", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("evalclass/precrec")

Development version from evalclass/precrec. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-precrec

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-precrec

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 5.1 min · r-devel-linux-x86_64-fedora-clang

Check history

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-06-08
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

Documentation signals are not tracked yet for this package.

Downloads

61.2K

CRAN downloads in the past year

Rank #2,000 · ~168/day · ~5.1K/mo

precrec Releases R versions

Daily download trend is not available in this view yet.

2.1K30 days

12.1K90 days

61.2K1 year

Compare downloads with other packages →

Also on2.1K r2u39 autocran8.1K conda_forge57 bioconda

Repository

GitHub ↗ evalclass/precrec

46Stars

5Forks

12Open issues

0Open PRs

28Releases

622Commits

5Contributors

License GPL-3.0 · 622 commits · Last activity 2025-05-15 · 0% stars, 30d

Repository practices

Upstream repositoryBeta

6 development-tooling and community-health practices detected across 6 families in the upstream repository

Checks run against github.com/evalclass/precrec on 2026-07-19.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (1)

RStudio project

Git structural (1)

.gitattributes

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.2.1

Imports (10)

Rcpp ggplot2 assertthatgridgridExtramethodsdata.table withrgraphicsrlang

LinkingTo (1)

Rcpp

Suggests (5)

testthat knitr rmarkdown vdiffr patchwork

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

7direct

0indirect

aggreCAT prcbench usefun explainer inferCSN mlr3viz simphony

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Takaya Saito

Author, Maintainer

Authors (2)

Takaya Saito

Author, Maintainer

Marc Rehmsmeier

Author

Package Timeline

27 releases. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.14.5Latest
2025-05-15 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.14.4
2023-10-12 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.14.2
2023-03-12 · diff ↗
0.14.1
2023-01-08 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.12.9
2022-03-10 · diff ↗
0.12.8
2022-01-31 · diff ↗
0.12.7
2021-05-31 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.12.5
2021-04-06 · diff ↗
0.12.1
2021-02-02 · diff ↗
0.12.0
2021-01-07 · diff ↗

Show 23 earlier events

0.11.2
2020-05-28 · diff ↗
0.11.1
2020-05-15 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.11
2020-01-09 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.10.1
2019-04-12 · diff ↗
0.10
2019-03-05 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.9.1
2017-08-23 · diff ↗
0.8.0
2017-06-23 · diff ↗
R
R 3.4.0 released · 2017-04-21
0.7.1
2017-04-07 · diff ↗
0.6.2
2017-01-18 · diff ↗
0.6.1
2016-11-22 · diff ↗
0.5.2
2016-10-11 · diff ↗
0.5.0
2016-09-09 · diff ↗
0.4.0
2016-06-24 · diff ↗
R
R 3.3.0 released · 2016-05-03
0.3.2
2016-04-13 · diff ↗
0.3.1
2016-03-01 · diff ↗
0.2.0
2015-12-21 · diff ↗
0.1.1
2015-12-04
R
R 3.2.0 released · 2015-04-16

Package metadata

First published: 2015-12-04
Total releases: 27 / 11 yrs
License: GPL-3 OSI
Download size: 1.6 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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