An R Package For Fitting Quinlan's C5.0 Classification Model - GitHub

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An R package for fitting Quinlan's C5.0 classification model

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Name		Name	Last commit message	Last commit date
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.github		.github
R		R
docs		docs
man		man
pkgdown		pkgdown
revdep		revdep
src		src
tests		tests
vignettes		vignettes
.Rbuildignore		.Rbuildignore
.gitattributes		.gitattributes
.gitignore		.gitignore
C5.0.Rproj		C5.0.Rproj
DESCRIPTION		DESCRIPTION
NAMESPACE		NAMESPACE
NEWS.md		NEWS.md
README.md		README.md
_pkgdown.yml		_pkgdown.yml
codecov.yml		codecov.yml
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• README

The C50 R package fits Quinlan's C5.0 classification model based on the source of from www.rulequest.com. Some of the functionality is based on

• Quinlan. C4.5: Programs For Machine Learning (1993b) Morgan Kaufmann Publishers Inc. San Francisco, CA

Other resources:

• More details on C5.0 can be found in Applied Predictive Modeling.
• A presentation on the model can be found here

To install the production version of the package, use:

install.packages("C50")

and to install the development version, use

require("devtools") install_github("topepo/C5.0")

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An R package for fitting Quinlan's C5.0 classification model

topepo.github.io/C5.0/

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C50 0.2.0 Latest Apr 3, 2025 + 2 releases

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• C 90.9%
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