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stabm: Stability Measures for Feature Selection

An implementation of many measures for the assessment of the stability of feature selection. Both simple measures and measures which take into account the similarities between features are available, see Bommert (2020) <doi:10.17877/DE290R-21906>.

Version: 1.2.2
Depends: R (≥ 3.5.0)
Imports: checkmate (≥ 1.8.5), Matrix (≥ 1.5-0), methods, stats, utils
Suggests: cowplot (≥ 0.9.2), ggdendro (≥ 0.1-20), ggplot2 (≥ 3.0.0), igraph (≥ 1.2.1), knitr, mlbench, rmarkdown, rpart, testthat (≥ 2.0.0)
Published: 2023-04-04
DOI: 10.32614/CRAN.package.stabm
Author: Andrea Bommert ORCID iD [aut, cre], Michel Lang ORCID iD [aut]
Maintainer: Andrea Bommert <bommert at statistik.tu-dortmund.de>
BugReports: https://github.com/bommert/stabm/issues
License: LGPL-3
URL: https://bommert.github.io/stabm/, https://github.com/bommert/stabm
NeedsCompilation: no
Citation: stabm citation info
Materials: README
CRAN checks: stabm results

Documentation:

Reference manual: stabm.pdf
Vignettes: stabm

Downloads:

Package source: stabm_1.2.2.tar.gz
Windows binaries: r-devel: stabm_1.2.2.zip, r-release: stabm_1.2.2.zip, r-oldrel: stabm_1.2.2.zip
macOS binaries: r-release (arm64): stabm_1.2.2.tgz, r-oldrel (arm64): stabm_1.2.2.tgz, r-release (x86_64): stabm_1.2.2.tgz, r-oldrel (x86_64): stabm_1.2.2.tgz
Old sources: stabm archive

Reverse dependencies:

Reverse imports: mlr3fselect

Linking:

Please use the canonical form https://CRAN.R-project.org/package=stabm to link to this page.

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.