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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 |
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 |
Reference manual: | stabm.pdf |
Vignettes: |
stabm |
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 imports: | mlr3fselect |
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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.