Description
Functions for a classification method based on receiver operating characteristics (ROC). Briefly, features are selected according to their ranked AUC value in the training set. The selected features are merged by the mean value to form a meta-gene. The samples are ranked by their meta-gene value and the meta-gene threshold that has the highest accuracy in splitting the training samples is determined. A new sample is classified by its meta-gene value relative to the threshold. In the first place, the package is aimed at two class problems in gene expression data, but might also apply to other problems.
Downloads
230
Last 30 days
19868th
650
Last 90 days
3.6K
Last year
Trend: +9% (30d vs prior 30d)
CRAN Check Status
Show all 14 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-macos-arm64 | 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: ‘Martin Lauss <martin.lauss@med.lu.se>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Martin",
family = "Lauss",
role = c("aut", "cre"),
email = "martin.lauss@med.lu.se")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Martin Lauss <martin.lauss@med.lu.se>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Martin",
family = "Lauss",
role = c("aut", "cre"),
email = "martin.lauss@med.lu.se")
as necessary.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Martin Lauss <martin.lauss@med.lu.se>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Martin",
family = "Lauss",
role = c("aut", "cre"),
email = "martin.lauss@med.lu.se")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Martin Lauss <martin.lauss@med.lu.se>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Martin",
family = "Lauss",
role = c("aut", "cre"),
email = "martin.lauss@med.lu.se")
as necessary.