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.

Package details

AuthorFatih Saglam [aut, cre] (<https://orcid.org/0000-0002-2084-2008>), Hasan Bulut [ctb]
MaintainerFatih Saglam <fatih.saglam@omu.edu.tr>
LicenseMIT + file LICENSE
Version1.1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("rbooster")

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rbooster documentation built on Oct. 27, 2021, 5:09 p.m.