CRAN/E | rbooster

rbooster

AdaBoost Framework for Any Classifier

Installation

About

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.

Key Metrics

Version 1.1.0
R undefined
Published 2021-10-27 919 days ago
Needs compilation? no
License MIT
License File
CRAN checks rbooster results

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Maintainer

Maintainer

Fatih Saglam

fatih.saglam@omu.edu.tr

Authors

Fatih Saglam

aut / cre

Hasan Bulut

ctb

Material

README
Reference manual
Package source

Vignettes

booster

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

rbooster archive

Depends

R
> 4.0.4

Imports

stats
rpart
earth
Hmisc

Suggests

knitr
imbalance
rmarkdown
mlbench