pROC

1.19.0.1

Display and Analyze ROC Curves

200packages depend

2Mdownloads / year

68.9%test coverage

9/13checks pass

Overview

About

Maintained by Xavier RobinFirst published 2010-04-2839 releasesCRAN page ↗GitHub ↗

Tools for visualizing, smoothing and comparing receiver operating characteristic (ROC curves). (Partial) area under the curve (AUC) can be compared with statistical tests based on U-statistics or bootstrap. Confidence intervals can be computed for (p)AUC or ROC curves.

Install

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

install.packages("pROC", 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("xrobin/pROC")

Development version from xrobin/pROC. 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-proc

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

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-pROC

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# 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-pROC

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

Health

CRAN checks

4NOTE9OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc
NOTE r-devel-linux-x86_64-fedora-gcc
NOTE r-devel-windows-x86_64

Slowest check: 3.9 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 1.77

68.9%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-07-16
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 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

Show 1 earlier snapshots

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 452 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 37%
Return-value docs: 90%
References docs: 67%

Downloads

CRAN downloads in the past year

Rank #271 · ~5.5K/day · ~167.9K/mo

Releases R versions

Daily download trend is not available in this view yet.

127.8K30 days

487.4K90 days

2M1 year

Compare downloads with other packages →

Also on11.4K r2u214 autocran282.4K conda_forge4.7K c2d4u

Repository

GitHub ↗ xrobin/proc

131Stars

29Forks

16Open issues

0Open PRs

0Releases

1,139Commits

12Contributors

roccranrroc-curvebootstrappinghypothesis-testingplotplotting

License GPL-3.0 · 1,139 commits · Last activity 2026-03-18 · +0.8% stars, 30d

Stars over time

2025-05-07 · 1262026-07-07 · 131

Repository practices

Upstream repositoryBeta

6 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/xrobin/proc on 2026-07-19.

Continuous integration (2)

GitHub ActionsAppVeyor

Lint, format, editor (1)

RStudio project

Coverage (1)

Codecov

Governance and community (1)

Issue templates

Show all practices

Git structural (1)

.gitattributes

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

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (1)

R >= 2.14

Imports (2)

methodsRcpp

LinkingTo (1)

Rcpp

Suggests (7)

tcltkMASSlogcondens testthat vdiffr ggplot2 rlang

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

200direct

254indirect

and 152 more packages.

Code & Tests

Code Composition

R 16,994 (74%)Rd 5,467 (24%)Other 320 (1%)C++ 194 (1%)

Code characteristics

Object systems

S3116

Cyclomatic complexity: 2.0 median / 73 max
Test cases: 283 / 1.77 per code line

Test coverage

Line coverage

69%

Expression

67.7%

Tests / Examples

68.9% / 59% ex

Functions

249 22 exported

Complexity

4.8 avg / 73 max

Call network

249 nodes / 347 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

249 functions

Function	Cyclo	Coverage
.checkRcppVersion	2	0%
bootstrap.cov	6	0%
bootstrap.test	12	0%
ci.auc.multiclass.auc	1	0%
ci.auc.multiclass.roc	1	0%
ci.coords.formula	2	0%

Datasets

Bundled datasets · 1

Name	Class	Rows × Cols	Also ships in
aSAH	data.frame	113 × 7	in 3 packages

People & History

People (10)

Maintainer (1)

Xavier Robin

Maintainer, Author

Authors (7)

Maintainer, Author

Author

Author

Author

Author

Author

Author

Contributors (3)

Zane Billings

Contributor · added in 1.18.0

Matthias Doering

Contributor · added in 1.14.0

Stefan Siegert

Contributor · added in 1.9.1

Listed in earlier versions (2)

Markus Müller. Contributions by Kazuki Yoshida.

no longer listed · 1.6 to 1.6.0.1

Markus Müller.

no longer listed · 1.7.1 to 1.8

Package Timeline

39 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.19.0.1Latest
2025-07-31 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.18.5
2023-11-01 · diff ↗
1.18.4
2023-07-06 · diff ↗
1.18.2
2023-05-13 · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
1.18.0
2021-09-03 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.17.0.1
2021-01-13 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.16.2
2020-03-19 · diff ↗
1.16.1
2020-01-14 · diff ↗
1.16.0
2020-01-12 · diff ↗

Show 42 earlier events

1.15.3
2019-07-22 · diff ↗
1.15.0
2019-06-01 · diff ↗
R
R 3.6.0 released · 2019-04-26
1.14.0
2019-03-12 · diff ↗
1.13.0
2018-09-24 · diff ↗
1.12.1
2018-05-06 · diff ↗
1.12.0
2018-05-05 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.11.0
2018-03-25 · diff ↗
1.10.0
2017-06-10 · diff ↗
R
R 3.4.0 released · 2017-04-21
1.9.1
2017-02-05 · diff ↗
R
R 3.3.0 released · 2016-05-03
1.8
2015-05-05 · diff ↗
R
R 3.2.0 released · 2015-04-16
1.7.3
2014-06-13 · diff ↗
R
R 3.1.0 released · 2014-04-10
1.7.2
2014-04-06 · diff ↗
1.7.1
2014-02-21 · diff ↗
1.6.0.1
2013-12-28 · diff ↗
1.6
2013-12-26 · diff ↗
R
R 3.0.0 released · 2013-04-03
1.5.4
2012-09-10 · diff ↗
R
R 2.15.0 released · 2012-03-30
1.5.1
2012-03-09 · diff ↗
1.5
2011-12-12 · diff ↗
R
R 2.14.0 released · 2011-10-31
1.4.4
2011-08-10 · diff ↗
R
R 2.13.0 released · 2011-04-13
1.4.3
2011-03-19 · diff ↗
1.4.2
2011-03-04 · diff ↗
1.4.1
2011-01-27 · diff ↗
1.4
2011-01-21 · diff ↗
R
R 2.12.0 released · 2010-10-15
1.3.2
2010-08-24 · diff ↗
1.3.1
2010-08-18 · diff ↗
1.3
2010-08-13 · diff ↗
1.2.1
2010-05-11 · diff ↗
1.2
2010-05-09 · diff ↗
1.1
2010-05-06 · diff ↗
1.0.1
2010-04-28
R
R 2.11.0 released · 2010-04-22

Package metadata

First published: 2010-04-28
Total releases: 39 / 16 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 2.14
Bundled data: 1.6 KB / 1 file
Download size: 439 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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