R Observatory: Metrics for pROC version 1.19.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

pROC

1.19.1

Display and Analyze ROC Curves

164packages dependsuggested by 52

2Mdownloads / year

68.9%test coverage

13/13flavors OK

Overview

About

Maintained by Xavier RobinCRAN page ↗GitHub ↗Website ↗Issues ↗

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.

Changes in 1.19.1

Added a FAQ vignette
Removed unused 'tcltk' from Suggests
Tests now skip if Suggest'ed packages are missing
Fix CRAN checks NOTE about 'structure()' special names ('.Names', '.Dim', '.Dimnames')

From NEWS in the release

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. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 4.7 min · r-release-macos-x86_64

Status changes

OK13 OK2026-09-24
ERROR12 OK, 1 ERROR2026-09-11
OK13 OK2026-09-05
NOTE11 OK, 2 NOTE2026-07-16
OK13 OK2026-06-09

Show 4 earlier changesHide 4 earlier changes

ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-04-22
ERROR13 OK, 1 ERROR2026-04-18
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.19.1

READMEYes · 432 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 1.19.1Citation fileYes · cites a publicationWebsiteYes

Help pages: 27includes a package overview page
Examples that run: 100%26 run in a plain check
Exported functions with examples: 100%
Documented parameters: 37%
Return-value docs: 90%
Help pages citing references: 67%

Vignettes (1)

Frequently Asked Questions HTML

How these are measured

Downloads

2M

CRAN downloads in the past year

Rank #282 · ~5.4K/day · ~163.3K/mo

Releases R versions

Daily download trend is not available in this view yet.

145.6K30 days

411.5K90 days

2M1 year

Compare downloads with other packages →

Also on19K r2u193 autocran311.8K conda_forge17K c2d4u

How downloads are counted

Repository

xrobin/proc ↗Account: xrobin

137Stars

29Forks

17Open issues

1Open PRs

0Releases

1,165Commits

13Commit identities

roccranrroc-curvebootstrappinghypothesis-testingplotplotting

License file reads as GPL-3.0 · 1,165 commits · Last activity 2026-08-31 · +2.2% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: 4
Median days to close, 50 most recently updated closed PRs: 14

Stars over time

2025-09-29 · 1272026-10-16 · 137

How these are measured

PracticesBeta

8 development-tooling and community-health practices detected across 7 families in the upstream repository

Checks run against github.com/xrobin/proc on 2026-10-11.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Governance and community (1)

Issue templates

Docs source (1)

GitHub Pages site last deployed 2018-05-03

Coverage (1)

Coverage reporting (Codecov)

Show all practicesHide 3 practices

Research and citation (1)

codemeta.json

Lint, format, editor (1)

RStudio project

Git structural (1)

.gitattributes

How this is detected·Detection ruleset v3 (2026-09-26)

AI coding toolsBeta

This repository shows signs of AI coding tools.

Cursorfirst seen on or before 2026-08-27
Commits: at least 3 crediting it in the message
Claude Codefirst seen 2026-10-08
Pull request it wrote: opened by a project member

Counts are commits, not lines of code. Commits by a tool's accounts count once across all of its accounts. Commits crediting it are the largest count among its credit lines, a minimum.How this is detected·Detection ruleset v4 (updated 2026-09-27)

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Installing pROC adds 1 package (1 with compiled code, 1.8 MB of source tarballs). Heaviest: Rcpp 1.8 MB.

Depends (1)

R >= 2.14

Imports (2)

methodsRcpp

LinkingTo (1)

Rcpp

Suggests (8)

MASSlogcondens testthat vdiffr ggplot2 rlang knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

164direct

258indirect

Depends 15 · Imports 149

Suggested by 52

Show the 48 most downloaded dependentsHide the 48 most downloaded dependents

Depends, Imports or LinkingTo, most downloaded first

and 116 more dependents and 52 packages that suggest it on CRAN ↗

How these are counted

Code & Tests

Datasets

People & History

People (10)

Xavier Robin

Maintainer since 1.0.1 (2010), Author

Author

Author

Author

Author

Author

Author

Contributor · added in 1.18.0

DeLong paired test CI

Matthias Doering

Contributor · added in 1.14.0

Hand & Till Multiclass

Stefan Siegert

Contributor · added in 1.9.1

Fast DeLong code

Listed in earlier versions (2)

Kazuki Yoshida.

no longer listed · 1.6 to 1.6.0.1

Markus Müller.

no longer listed · 1.7.1 to 1.8

Releases (40)

Pick two releases to compare their code metrics.

1.19.1Latest
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2026-08-27 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.19.0.1
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2025-07-31 · diff ↗ ·
added 1 export
geom_polygon_auc
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.18.5
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2023-11-01 · diff ↗
1.18.4
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2023-07-06 · diff ↗
1.18.2
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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
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2021-09-03 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.17.0.1
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2021-01-13 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.16.2
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2020-03-19 · diff ↗
1.16.1
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2020-01-14 · diff ↗

Show 43 earlier eventsHide 43 earlier events

1.16.0
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2020-01-12 · diff ↗
1.15.3
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2019-07-22 · diff ↗
1.15.0
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2019-06-01 · diff ↗ ·
added 1 export
roc_
R
R 3.6.0 released · 2019-04-26
1.14.0
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2019-03-12 · diff ↗
1.13.0
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2018-09-24 · diff ↗
1.12.1
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2018-05-06 · diff ↗
1.12.0
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2018-05-05 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.11.0
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2018-03-25 · diff ↗
1.10.0
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2017-06-10 · diff ↗ ·
added 1 export
ggroc
R
R 3.4.0 released · 2017-04-21
1.9.1
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2017-02-05 · diff ↗
R
R 3.3.0 released · 2016-05-03
1.8
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2015-05-05 · diff ↗ ·
removed 96 exports
are.paired.auc, are.paired.roc, are.paired.smooth.roc, auc.formula, auc.roc, auc.smooth.roc, auc.default, auc.multiclass.roc, ci.formula, ci.default, ci.roc, ci.smooth.roc, ci.coords.formula, ci.coords.default, ci.coords.roc, ci.coords.smooth.roc, ci.thresholds.formula, ci.thresholds.default, ci.thresholds.roc, ci.thresholds.smooth.roc, ci.sp.formula, ci.sp.default, ci.sp.roc, ci.sp.smooth.roc, ci.se.formula, ci.se.default, ci.se.roc, ci.se.smooth.roc, ci.auc.formula, ci.auc.default and 66 more
R
R 3.2.0 released · 2015-04-16
1.7.3
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2014-06-13 · diff ↗
R
R 3.1.0 released · 2014-04-10
1.7.2
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2014-04-06 · diff ↗
1.7.1
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2014-02-21 · diff ↗ ·
added 13 exports
print.ci.coords, Ops.auc, Ops.ci.se, Ops.ci.sp, Ops.ci.coords, Ops.ci.auc, Ops.ci, Math.auc, Math.ci.se, Math.ci.sp, Math.ci.coords, Math.ci.auc, Math.ci
1.6.0.1
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2013-12-28 · diff ↗
1.6
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2013-12-26 · diff ↗ ·
added 9 exports
ci.coords, ci.coords.formula, ci.coords.default, ci.coords.roc, ci.coords.smooth.roc, power.roc.test, power.roc.test.roc, power.roc.test.numeric, power.roc.test.list
R
R 3.0.0 released · 2013-04-03
1.5.4
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2012-09-10 · diff ↗
R
R 2.15.0 released · 2012-03-30
1.5.1
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2012-03-09 · diff ↗
1.5
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2011-12-12 · diff ↗ ·
added 14 exports
cov, cov.default, cov.auc, cov.smooth.roc, cov.roc, has.partial.auc, has.partial.auc.auc, has.partial.auc.roc, has.partial.auc.smooth.roc, var, var.default, var.auc, var.smooth.roc, var.roc
R
R 2.14.0 released · 2011-10-31
1.4.4
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2011-08-10 · diff ↗
R
R 2.13.0 released · 2011-04-13
1.4.3
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2011-03-19 · diff ↗
1.4.2
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2011-03-04 · diff ↗
1.4.1
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2011-01-27 · diff ↗
1.4
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2011-01-21 · diff ↗ ·
added 6 exports
auc.multiclass.roc, multiclass.roc, multiclass.roc.formula, multiclass.roc.default, print.multiclass.roc, print.multiclass.auc
R
R 2.12.0 released · 2010-10-15
1.3.2
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2010-08-24 · diff ↗
1.3.1
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2010-08-18 · diff ↗
1.3
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2010-08-13 · diff ↗ ·
added 4 exports
are.paired, are.paired.auc, are.paired.roc, are.paired.smooth.roc
1.2.1
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2010-05-11 · diff ↗
1.2
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2010-05-09 · diff ↗
1.1
record
2010-05-06 · diff ↗ ·
added 6 exports
lines.roc, lines.smooth.roc, lines.roc.formula, lines.roc.default, lines.roc.roc, lines.roc.smooth.roc
1.0.1
record
2010-04-28
R
R 2.11.0 released · 2010-04-22

Package metadata

First published: 2010-04-28
Total releases: 40 / 16 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 2.14
Bundled data: 1.6 KB / 1 file
Download size: 614 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("pROC")

The package provides a citation file, so citation() returns the authors' own entry.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for pROC version 1.19.1 [Data set]. HJJB, LLC. Data release v2026-10-17. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-17, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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