cvAUC
Cross-Validated Area Under the ROC Curve Confidence Intervals
Description
Tools for working with and evaluating cross-validated area under the ROC curve (AUC) estimators. The primary functions of the package are ci.cvAUC and ci.pooled.cvAUC, which report cross-validated AUC and compute confidence intervals for cross-validated AUC estimates based on influence curves for i.i.d. and pooled repeated measures data, respectively. One benefit to using influence curve based confidence intervals is that they require much less computation time than bootstrapping methods. The utility functions, AUC and cvAUC, are simple wrappers for functions from the ROCR package.
Downloads
6.7K
Last 30 days
1409th
22.3K
Last 90 days
97.1K
Last year
Trend: -26.5% (30d vs prior 30d)
34
Last 30 days
132
Last 90 days
355
Last year
Trend: -15% (30d vs prior 30d)
2
Last 7 days
12
Last 30 days
1
All-time
autoCRAN-only: this name is served only by autoCRAN, so the count is exact.
145
Last 30 days
501
Last 90 days
2.1K
Last year
Trend: -13.7% (30d vs prior 30d)
CRAN Check Status
Show all 13 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| 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 details (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Erin LeDell <oss@ledell.org>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Erin",
family = "LeDell",
role = c("aut", "cre"),
email = "oss@ledell.org"),
person(given = "Maya",
family = "Petersen",
role = "aut"),
person(given = "Mark",
family = "van der Laan",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Erin LeDell <oss@ledell.org>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Erin",
family = "LeDell",
role = c("aut", "cre"),
email = "oss@ledell.org"),
person(given = "Maya",
family = "Petersen",
role = "aut"),
person(given = "Mark",
family = "van der Laan",
role = "aut"))
as necessary.
Check History
NOTE 11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
CRAN incoming feasibility
Maintainer: ‘Erin LeDell <oss@ledell.org>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Erin",
family = "LeDell",
role = c("aut", "cre"),
...[truncated]...
person(given = "Maya",
family = "Petersen",
role = "aut"),
person(given = "Mark",
family = "van der Laan",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Erin LeDell <oss@ledell.org>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Erin",
family = "LeDell",
role = c("aut", "cre"),
...[truncated]...
person(given = "Maya",
family = "Petersen",
role = "aut"),
person(given = "Mark",
family = "van der Laan",
role = "aut"))
as necessary.
ERROR 11 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
CRAN incoming feasibility
Maintainer: ‘Erin LeDell <oss@ledell.org>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Erin",
family = "LeDell",
role = c("aut", "cre"),
...[truncated]...
person(given = "Maya",
family = "Petersen",
role = "aut"),
person(given = "Mark",
family = "van der Laan",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Erin LeDell <oss@ledell.org>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Erin",
family = "LeDell",
role = c("aut", "cre"),
...[truncated]...
person(given = "Maya",
family = "Petersen",
role = "aut"),
person(given = "Mark",
family = "van der Laan",
role = "aut"))
as necessary.
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Erin LeDell <oss@ledell.org>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Erin",
family = "LeDell",
role = c("aut", "cre"),
...[truncated]...
person(given = "Maya",
family = "Petersen",
role = "aut"),
person(given = "Mark",
family = "van der Laan",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Erin LeDell <oss@ledell.org>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Erin",
family = "LeDell",
role = c("aut", "cre"),
...[truncated]...
person(given = "Maya",
family = "Petersen",
role = "aut"),
person(given = "Mark",
family = "van der Laan",
role = "aut"))
as necessary.
Code
Structure
Lines of code
670
Files
20
Compiled share
0%
Has compiled src
No
Language breakdown
API
Exported functions
4
Internal functions
2
Recent export changes
Testing & CI
Has tests
No
Test-to-code ratio
0.00
testthat edition
–
CI present
No
CI type
[]
PR gated
No
Docs
Return-value doc rate
–
\dontrun example ratio
0%
Roxygen coverage
–
Has pkgdown
No
NEWS present
Yes
Health & Security signals
Informational signals; not verdicts.
on.exit coverage
–
Unsafe pattern score
0
Dep constraint coverage
0%
Secret pattern count
0
Bundled 3rd-party code
2 items
Portability & License
Min R version
–
System requirements
–
C++ standard
–
License
Apache License (== 2.0)
License flags
not SPDX, not OSI
History
Versions
5
First release
2012-12-06
Latest release
2022-01-17
Avg cadence
359 days
Cold removal rate
100%
Dep drift
1
LOC over versions
Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.