Package: forestControl 0.2.2
Tom Wilson
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) <arxiv:1410.2838>. Methods for calculating the selection frequency threshold at false positive rates and selection frequency false positive rate feature selection.
Authors:
forestControl_0.2.2.tar.gz
forestControl_0.2.2.zip(r-4.5)forestControl_0.2.2.zip(r-4.4)forestControl_0.2.2.zip(r-4.3)
forestControl_0.2.2.tgz(r-4.5-x86_64)forestControl_0.2.2.tgz(r-4.5-arm64)forestControl_0.2.2.tgz(r-4.4-x86_64)forestControl_0.2.2.tgz(r-4.4-arm64)forestControl_0.2.2.tgz(r-4.3-x86_64)forestControl_0.2.2.tgz(r-4.3-arm64)
forestControl_0.2.2.tar.gz(r-4.5-noble)forestControl_0.2.2.tar.gz(r-4.4-noble)
forestControl_0.2.2.tgz(r-4.4-emscripten)forestControl_0.2.2.tgz(r-4.3-emscripten)
forestControl.pdf |forestControl.html✨
forestControl/json (API)
NEWS
| # Install 'forestControl' in R: |
| install.packages('forestControl', repos = c('https://aberhrml.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/aberhrml/forestcontrol/issues
Last updated 3 years agofrom:4b9637c6df. Checks:11 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 10 2025 |
| R-4.5-win-x86_64 | OK | Feb 10 2025 |
| R-4.5-mac-x86_64 | OK | Feb 10 2025 |
| R-4.5-mac-aarch64 | OK | Feb 10 2025 |
| R-4.5-linux-x86_64 | OK | Feb 10 2025 |
| R-4.4-win-x86_64 | OK | Feb 10 2025 |
| R-4.4-mac-x86_64 | OK | Feb 10 2025 |
| R-4.4-mac-aarch64 | OK | Feb 10 2025 |
| R-4.3-win-x86_64 | OK | Feb 10 2025 |
| R-4.3-mac-x86_64 | OK | Feb 10 2025 |
| R-4.3-mac-aarch64 | OK | Feb 10 2025 |
Exports:extract_paramsfpr_fsselection_freqssft
Dependencies:clidplyrfansigenericsgluelifecyclemagrittrpillarpkgconfigpurrrR6Rcpprlangtibbletidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| False Positive Rate Control in Selection Frequency for Random Forest | forestControl-package |
| Extract forest parameters | extract_params |
| False Postivie Rate Feature Selection | fpr_fs |
| Variable Selection Frequencies | selection_freqs |
| Selection Frequency Threshold | sft |
