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.
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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.