Description
Functions to deal with binary classification problems in the presence of imbalanced classes. Synthetic balanced samples are generated according to ROSE (Menardi and Torelli, 2013). Functions that implement more traditional remedies to the class imbalance are also provided, as well as different metrics to evaluate a learner accuracy. These are estimated by holdout, bootstrap or cross-validation methods.
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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)
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Nicola Lunardon <nicola.lunardon@unimib.it>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Nicola",
family = "Lunardon",
role = c("aut", "cre"),
email = "nicola.lunardon@unimib.it"),
person(given = "Giovanna",
family = "Menardi",
role = "aut"),
person(given = "Nicola",
family = "Torelli",
role = "aut"))
as necessary.
Package CITATION file contains call(s) to old-style personList() or
as.personList(). Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Nicola Lunardon <nicola.lunardon@unimib.it>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Nicola",
family = "Lunardon",
role = c("aut", "cre"),
email = "nicola.lunardon@unimib.it"),
person(given = "Giovanna",
family = "Menardi",
role = "aut"),
person(given = "Nicola",
family = "Torelli",
role = "aut"))
as necessary.
Package CITATION file contains call(s) to old-style personList() or
as.personList(). Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Nicola Lunardon <nicola.lunardon@unimib.it>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Nicola",
family = "Lunardon",
role = c("aut", "cre"),
...[truncated]...
e = "aut"))
as necessary.
Package CITATION file contains call(s) to old-style personList() or
as.personList(). Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Nicola Lunardon <nicola.lunardon@unimib.it>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Nicola",
family = "Lunardon",
role = c("aut", "cre"),
...[truncated]...
e = "aut"))
as necessary.
Package CITATION file contains call(s) to old-style personList() or
as.personList(). Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.