optRF: Optimising Random Forest Stability by Determining the OptimalNumber of Trees
Calculating the stability of random forest with certain numbers of trees. The non-linear relationship between stability and numbers of trees is described using a logistic regression model and used to estimate the optimal number of trees.
| Version: | 1.2.1 |
| Depends: | R (≥ 3.6.0) |
| Imports: | minpack.lm (≥ 1.2-2),ranger (≥ 0.12.0),irr (≥ 0.82), graphics, methods, stats |
| Suggests: | covr,knitr,rmarkdown,spelling,testthat |
| Published: | 2025-05-08 |
| DOI: | 10.32614/CRAN.package.optRF |
| Author: | Thomas Martin Lange [cre, aut], Felix Heinrich [ctb] |
| Maintainer: | Thomas Martin Lange <thomas.lange at uni-goettingen.de> |
| BugReports: | https://github.com/tmlange/optRF/issues |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/tmlange/optRF |
| NeedsCompilation: | no |
| Citation: | optRF citation info |
| Materials: | README,NEWS |
| CRAN checks: | optRF results |
Documentation:
Downloads:
| Package source: | optRF_1.2.1.tar.gz |
| Windows binaries: | r-devel:optRF_1.2.1.zip, r-release:optRF_1.2.1.zip, r-oldrel:optRF_1.2.1.zip |
| macOS binaries: | r-release (arm64):optRF_1.2.1.tgz, r-oldrel (arm64):optRF_1.2.1.tgz, r-release (x86_64):optRF_1.2.1.tgz, r-oldrel (x86_64):optRF_1.2.1.tgz |
| Old sources: | optRF archive |
Linking:
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