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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 [cre, aut], Felix Heinrich [ctb] |
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 |
Reference manual: | optRF.pdf |
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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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.