https://github.com/topepo/C5.0

An R package for fitting Quinlan's C5.0 classification model
https://github.com/topepo/C5.0

Last synced: 15 days ago
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An R package for fitting Quinlan's C5.0 classification model

• Host: GitHub
• URL: https://github.com/topepo/C5.0
• Owner: topepo
• Created: 2014-09-02T22:31:19.000Z (about 10 years ago)
• Default Branch: master
• Last Pushed: 2023-03-09T19:51:23.000Z (over 1 year ago)
• Last Synced: 2024-10-16T13:07:35.923Z (28 days ago)
• Language: C
• Homepage: https://topepo.github.io/C5.0/
• Size: 3.02 MB
• Stars: 50
• Watchers: 9
• Forks: 20
• Open Issues: 16
• Metadata Files:
  • Readme: README.md

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README

        

[![R-CMD-check](https://github.com/topepo/C5.0/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/topepo/C5.0/actions/workflows/R-CMD-check.yaml)

[![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/C50)](https://CRAN.r-project.org/package=C50)

[![Downloads](http://cranlogs.r-pkg.org/badges/C50)](https://CRAN.r-project.org/package=C50)

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The `C50` R package fits Quinlan's C5.0 classification model based on the source of from [`www.rulequest.com`](http://www.rulequest.com/see5-info.html). 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_](http://appliedpredictivemodeling.com/). 

*  A presentation on the model can be found [here](https://static1.squarespace.com/static/51156277e4b0b8b2ffe11c00/t/51e7e42ce4b0fd2e32684bca/1374151724529/user_C5.0.pdf)

To install the production version of the package, use:

```r

install.packages("C50")

```

and to install the development version, use

```r

require("devtools")

install_github("topepo/C5.0")

```