GAMens
Applies GAMbag, GAMrsm and GAMens Ensemble Classifiers for Binary Classification
Description
Implements the GAMbag, GAMrsm and GAMens ensemble classifiers for binary classification (De Bock et al., 2010) <doi:10.1016/j.csda.2009.12.013>. The ensembles implement Bagging (Breiman, 1996) <doi:10.1023/A:1010933404324>, the Random Subspace Method (Ho, 1998) <doi:10.1109/34.709601> , or both, and use Hastie and Tibshirani's (1990, ISBN:978-0412343902) generalized additive models (GAMs) as base classifiers. Once an ensemble classifier has been trained, it can be used for predictions on new data. A function for cross validation is also included.
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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: ‘Koen W. De Bock <kdebock@audencia.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Koen", "W."),
family = "De Bock",
role = c("aut", "cre"),
email = "kdebock@audencia.com"),
person(given = "Kristof",
family = "Coussement",
role = "aut"),
person(given = "Dirk",
family = "Van den Poel",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Koen W. De Bock <kdebock@audencia.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Koen", "W."),
family = "De Bock",
role = c("aut", "cre"),
email = "kdebock@audencia.com"),
person(given = "Kristof",
family = "Coussement",
role = "aut"),
person(given = "Dirk",
family = "Van den Poel",
role = "aut"))
as necessary.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Koen W. De Bock <kdebock@audencia.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Koen", "W."),
family = "De Bock",
role = c("aut", "cre"),
...[truncated]...
person(given = "Kristof",
family = "Coussement",
role = "aut"),
person(given = "Dirk",
family = "Van den Poel",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Koen W. De Bock <kdebock@audencia.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Koen", "W."),
family = "De Bock",
role = c("aut", "cre"),
...[truncated]...
person(given = "Kristof",
family = "Coussement",
role = "aut"),
person(given = "Dirk",
family = "Van den Poel",
role = "aut"))
as necessary.