The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
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[@]dogado.de.

rbooster: AdaBoost Framework for Any Classifier

This is a simple package which provides a function that boosts pre-ready or custom-made classifiers. Package uses Discrete AdaBoost (<doi:10.1006/jcss.1997.1504>) and Real AdaBoost (<doi:10.1214/aos/1016218223>) for two class, SAMME (<doi:10.4310/SII.2009.v2.n3.a8>) and SAMME.R (<doi:10.4310/SII.2009.v2.n3.a8>) for multiclass classification.

Version: 1.1.0
Depends: R (> 4.0.4)
Imports: stats, rpart, earth, Hmisc
Suggests: knitr, imbalance, rmarkdown, mlbench
Published: 2021-10-27
DOI: 10.32614/CRAN.package.rbooster
Author: Fatih Saglam ORCID iD [aut, cre], Hasan Bulut [ctb]
Maintainer: Fatih Saglam <fatih.saglam at omu.edu.tr>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README
CRAN checks: rbooster results

Documentation:

Reference manual: rbooster.pdf
Vignettes: booster

Downloads:

Package source: rbooster_1.1.0.tar.gz
Windows binaries: r-devel: rbooster_1.1.0.zip, r-release: rbooster_1.1.0.zip, r-oldrel: rbooster_1.1.0.zip
macOS binaries: r-release (arm64): rbooster_1.1.0.tgz, r-oldrel (arm64): rbooster_1.1.0.tgz, r-release (x86_64): rbooster_1.1.0.tgz, r-oldrel (x86_64): rbooster_1.1.0.tgz
Old sources: rbooster archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=rbooster 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.
Health stats visible at Monitor.