Introduction | Usage | Example: Feature Selection | Example: Clustering | References
Package: stabm 1.2.2
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>.
Authors:
stabm_1.2.2.tar.gz
stabm_1.2.2.zip(r-4.7)stabm_1.2.2.zip(r-4.6)stabm_1.2.2.zip(r-4.5)
stabm_1.2.2.tgz(r-4.6-any)stabm_1.2.2.tgz(r-4.5-any)
stabm_1.2.2.tar.gz(r-4.7-any)stabm_1.2.2.tar.gz(r-4.6-any)
stabm_1.2.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
stabm/json (API)
| # Install 'stabm' in R: |
| install.packages('stabm', repos = c('https://bommert.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/bommert/stabm/issues
Pkgdown/docs site:https://bommert.github.io
Last updated from:72f17a66ec. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 149 | ||
| source / vignettes | OK | 178 | ||
| linux-release-x86_64 | OK | 153 | ||
| macos-release-arm64 | OK | 186 | ||
| macos-oldrel-arm64 | OK | 210 | ||
| windows-devel | OK | 145 | ||
| windows-release | OK | 119 | ||
| windows-oldrel | OK | 96 | ||
| wasm-release | OK | 102 |
Exports:listStabilityMeasuresplotFeaturesstabilityDavisstabilityDicestabilityHammingstabilityIntersectionCountstabilityIntersectionGreedystabilityIntersectionMBMstabilityIntersectionMeanstabilityJaccardstabilityKappastabilityLustgartenstabilityNogueirastabilityNovovicovastabilityOchiaistabilityPhistabilitySechidisstabilitySomolstabilityUnadjustedstabilityWaldstabilityYustabilityZucknick
