https://github.com/aberhrml/forestcontrol

Approximate False Positive Rate Control in Selection Frequencies for Random Forest
https://github.com/aberhrml/forestcontrol

randomforest

Last synced: 8 months ago
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Approximate False Positive Rate Control in Selection Frequencies for Random Forest

• Host: GitHub
• URL: https://github.com/aberhrml/forestcontrol
• Owner: aberHRML
• License: other
• Created: 2017-02-14T18:18:50.000Z (over 9 years ago)
• Default Branch: master
• Last Pushed: 2025-08-20T10:22:23.000Z (10 months ago)
• Last Synced: 2025-10-22T03:59:15.554Z (8 months ago)
• Topics: randomforest
• Language: R
• Homepage:
• Size: 1.02 MB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# forestControl

[![Lifecycle: stable](https://img.shields.io/badge/lifecycle-stable-brightgreen.svg)](https://lifecycle.r-lib.org/articles/stages.html#stable) [![R-CMD-check.yaml](https://github.com/aberHRML/forestControl/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/aberHRML/forestControl/actions/workflows/R-CMD-check.yaml) [![codecov](https://codecov.io/gh/aberHRML/forestControl/branch/master/graph/badge.svg)](https://codecov.io/gh/aberHRML/forestControl) ![License](https://img.shields.io/badge/license-MIT-blue.svg "MIT") [![DOI](https://zenodo.org/badge/81975326.svg)](https://zenodo.org/badge/latestdoi/81975326)

[![CRAN](https://www.r-pkg.org/badges/version/forestControl)](https://cran.r-project.org/web/packages/forestControl/index.html)

![total downloads](https://cranlogs.r-pkg.org/badges/grand-total/forestControl?color=red)

[![GitHub](https://img.shields.io/github/v/release/aberHRML/forestControl?color=brightgreen&label=GitHub%20Version)](https://github.com/aberHRML/forestControl/releases)

> __Approximate False Positive Rate Control in Selection Frequency for Random Forest__

### Installation

This package can be installed from CRAN by:

```R

install.packages('forestControl')

```

To install the development version of this package, use devtools:

```R

remotes::install_github('aberHRML/forestControl')

```

`forestControl` is an implementation of methods described by Ender Konukoglu and Melanie Ganz in the following publication (available [here](http://arxiv.org/abs/1410.2838))

>__Konukoglu, E., & Ganz, M. (2014). Approximate False Positive Rate Control in Selection Frequency for Random Forest. arXiv.org, cs.LG, 1–26.__

If you find `forestControl` useful please cite the above publication.