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pROC

Display and Analyze ROC Curves

v1.19.0.1 · Jul 31, 2025 · GPL (>= 3)

Description

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.

Downloads

CRAN

153K

Last 30 days

273rd

518.6K

Last 90 days

2M

Last year

Trend: -17.2% (30d vs prior 30d)

r2u CRAN

1.2K

Last 30 days

3.5K

Last 90 days

11.4K

Last year

Trend: +15.6% (30d vs prior 30d)

autoCRAN

26

Last 7 days

169

Last 30 days

5

All-time

⚠ Shared name: this package is also shipped elsewhere on openSUSE, so this count is not exclusive to autoCRAN (it is an upper bound).

conda-forge CRAN

24.9K

Last 30 days

79K

Last 90 days

282.4K

Last year

Trend: -10.7% (30d vs prior 30d)

CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

examples

Running massageExamples to create ‘pROC-Ex.R’ failed
Error in file(out, "wt") : cannot open the connection
Calls: <Anonymous> -> Rd2ex -> file
In addition: Warning message:
In file(out, "wt") :
  cannot open file '/tmp/Rtmp2ZCQq3/file6a8ee3fa1153d/ci.coords.R': No space left on device
Execution halted
 NONE
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/pROC.Rcheck/00install.out' for details.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Code

Structure

Lines of code

22,975

Files

195

Compiled share

0.8%

Has compiled src

Yes

Language breakdown

R 7,053 (30.7%)C/C++/src 194 (0.8%)Tests 10,261 (44.7%)Docs 5,467 (23.8%)

API

Exported functions

22

Internal functions

220

Recent export changes

v1.8−96 are.paired.auc, are.paired.roc, are.paired.smooth.roc 93 more
v1.7.1+13 print.ci.coords, Ops.auc, Ops.ci.se +10 more

Testing & CI

Has tests

Yes

Test-to-code ratio

1.77

testthat edition

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

90.5%

\dontrun example ratio

0%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

Yes

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

0%

Unsafe pattern score

0

Dep constraint coverage

50%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

2.14

System requirements

C++ standard

License

GPL (>= 3)

License flags

SPDX valid, OSI approved

History

Versions

39

First release

2010-04-28

Latest release

2025-07-31

Avg cadence

85 days

Cold removal rate

100%

Dep drift

11

LOC over versions

v1.0.1: 5,489 LOCv1.1: 5,604 LOCv1.2: 5,725 LOCv1.2.1: 5,756 LOCv1.3: 6,146 LOCv1.3.1: 6,150 LOCv1.3.2: 6,161 LOCv1.4: 6,954 LOCv1.4.1: 7,083 LOCv1.4.2: 7,104 LOCv1.4.3: 7,191 LOCv1.4.4: 7,191 LOCv1.5: 8,425 LOCv1.5.1: 8,433 LOCv1.5.4: 8,483 LOCv1.6: 10,284 LOCv1.6.0.1: 10,278 LOCv1.7.1: 10,686 LOCv1.7.2: 10,751 LOCv1.7.3: 10,751 LOCv1.8: 10,798 LOCv1.9.1: 11,042 LOCv1.10.0: 12,067 LOCv1.11.0: 12,241 LOCv1.12.0: 13,671 LOCv1.12.1: 13,691 LOCv1.13.0: 13,770 LOCv1.14.0: 14,940 LOCv1.15.0: 19,022 LOCv1.15.3: 19,048 LOCv1.16.0: 19,440 LOCv1.16.1: 19,441 LOCv1.16.2: 19,442 LOCv1.17.0.1: 21,835 LOCv1.18.0: 21,936 LOCv1.18.2: 22,107 LOCv1.18.4: 22,178 LOCv1.18.5: 22,285 LOCv1.19.0.1: 22,975 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Reverse Dependencies (196)

Dependency Network

Dependencies Reverse dependencies Rcpp FRESA.CAD HMTL LogisticEnsembles ROCpsych RatingScaleReduction RcmdrPlugin.ROC alternativeROC btml btrm multiridge packMBPLSDA persDx roccv tgml varoc +181 more reverse deps pROC

Version History

40 tracked
new 1.19.0.1 Mar 10, 2026
updated 1.19.0.1 ← 1.18.5 diff Jul 30, 2025
updated 1.18.5 ← 1.18.4 diff Oct 31, 2023
updated 1.18.4 ← 1.18.2 diff Jul 5, 2023
updated 1.18.2 ← 1.18.0 diff May 12, 2023
updated 1.18.0 ← 1.17.0.1 diff Sep 2, 2021
updated 1.17.0.1 ← 1.16.2 diff Jan 12, 2021
updated 1.16.2 ← 1.16.1 diff Mar 18, 2020
updated 1.16.1 ← 1.16.0 diff Jan 13, 2020
updated 1.16.0 ← 1.15.3 diff Jan 11, 2020
updated 1.15.3 ← 1.15.0 diff Jul 21, 2019
updated 1.15.0 ← 1.14.0 diff May 31, 2019
updated 1.14.0 ← 1.13.0 diff Mar 11, 2019
updated 1.13.0 ← 1.12.1 diff Sep 23, 2018
updated 1.12.1 ← 1.12.0 diff May 5, 2018