The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

GAMens: Applies GAMbag, GAMrsm and GAMens Ensemble Classifiers for Binary Classification

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.

Version: 1.2.1
Depends: R (≥ 2.4.0), splines, gam, mlbench, caTools
Published: 2018-04-05
DOI: 10.32614/CRAN.package.GAMens
Author: Koen W. De Bock, Kristof Coussement and Dirk Van den Poel
Maintainer: Koen W. De Bock <kdebock at audencia.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: GAMens results

Documentation:

Reference manual: GAMens.pdf

Downloads:

Package source: GAMens_1.2.1.tar.gz
Windows binaries: r-devel: GAMens_1.2.1.zip, r-release: GAMens_1.2.1.zip, r-oldrel: GAMens_1.2.1.zip
macOS binaries: r-release (arm64): GAMens_1.2.1.tgz, r-oldrel (arm64): GAMens_1.2.1.tgz, r-release (x86_64): GAMens_1.2.1.tgz, r-oldrel (x86_64): GAMens_1.2.1.tgz
Old sources: GAMens archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=GAMens to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.