optRF: Optimising Random Forest Stability Through Selection of the Optimal Number 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: | 1.0.1 |
| Depends: | R (≥ 4.1.2), minpack.lm (≥ 1.2-4), ranger (≥ 0.16.0), irr (≥ 0.84.1) |
| Imports: | graphics, methods, stats |
| Suggests: | covr, spelling, testthat |
| Published: | 2024-09-23 |
| DOI: | 10.32614/CRAN.package.optRF |
| Author: | Thomas Martin Lange
|
| Maintainer: | Thomas Martin Lange <thomas.lange at uni-goettingen.de> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| CRAN checks: | optRF results |
Documentation:
| Reference manual: | optRF.pdf |
Downloads:
| Package source: | optRF_1.0.1.tar.gz |
| Windows binaries: | r-devel: optRF_1.0.1.zip, r-release: optRF_1.0.1.zip, r-oldrel: optRF_1.0.1.zip |
| macOS binaries: | r-release (arm64): optRF_1.0.1.tgz, r-oldrel (arm64): optRF_1.0.1.tgz, r-release (x86_64): optRF_1.0.1.tgz, r-oldrel (x86_64): optRF_1.0.1.tgz |
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