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 [aut, cre], Hasan Bulut [ctb] |
| Maintainer: | Fatih Saglam <fatih.saglam at omu.edu.tr> |
| License: | MIT + fileLICENSE |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | rbooster results |
Documentation:
| Reference manual: | rbooster.html ,rbooster.pdf |
| Vignettes: | booster (source,R code) |
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:
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