forestControl: Approximate False Positive Rate Control in Selection Frequency for Random Forest
Approximate false positive rate control in selection frequency for random forest using the methods described by Ender Konukoglu and Melanie Ganz (2014) <doi:10.48550/arXiv.1410.2838>. Methods for calculating the selection frequency threshold at false positive rates and selection frequency false positive rate feature selection.
| Version: | 0.2.2 |
| Imports: | Rcpp, purrr, tibble, magrittr, dplyr |
| LinkingTo: | Rcpp |
| Suggests: | testthat, randomForest, ranger, parsnip, knitr, rmarkdown |
| Published: | 2022-02-09 |
| DOI: | 10.32614/CRAN.package.forestControl |
| Author: | Tom Wilson  [aut,
cre],
Jasen Finch [aut] |
| Maintainer: | Tom Wilson <tpw2 at aber.ac.uk> |
| BugReports: | https://github.com/aberHRML/forestControl/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/aberHRML/forestControl |
| NeedsCompilation: | yes |
| Citation: | forestControl citation info |
| Materials: | NEWS |
| CRAN checks: | forestControl results |
Documentation:
| Reference manual: | forestControl.html , forestControl.pdf |
| Vignettes: |
Getting_started (source, R code) |
Downloads:
| Package source: | forestControl_0.2.2.tar.gz |
| Windows binaries: | r-devel: forestControl_0.2.2.zip, r-release: forestControl_0.2.2.zip, r-oldrel: forestControl_0.2.2.zip |
| macOS binaries: | r-release (arm64): forestControl_0.2.2.tgz, r-oldrel (arm64): forestControl_0.2.2.tgz, r-release (x86_64): forestControl_0.2.2.tgz, r-oldrel (x86_64): forestControl_0.2.2.tgz |
| Old sources: | forestControl archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=forestControl to link to this page.