Package: varImp 0.4
varImp: RF Variable Importance for Arbitrary Measures
Computes the random forest variable importance (VIMP) for the conditional inference random forest (cforest) of the 'party' package. Includes a function (varImp) that computes the VIMP for arbitrary measures from the 'measures' package. For calculating the VIMP regarding the measures accuracy and AUC two extra functions exist (varImpACC and varImpAUC).
Authors:
varImp_0.4.tar.gz
varImp_0.4.zip(r-4.5)varImp_0.4.zip(r-4.4)varImp_0.4.zip(r-4.3)
varImp_0.4.tgz(r-4.5-any)varImp_0.4.tgz(r-4.4-any)varImp_0.4.tgz(r-4.3-any)
varImp_0.4.tar.gz(r-4.5-noble)varImp_0.4.tar.gz(r-4.4-noble)
varImp_0.4.tgz(r-4.4-emscripten)varImp_0.4.tgz(r-4.3-emscripten)
varImp.pdf |varImp.html✨
varImp/json (API)
# Install 'varImp' in R: |
install.packages('varImp', repos = c('https://philipppro.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/philipppro/varimp/issues
Last updated 3 years agofrom:c7b544c80e. Checks:9 OK. Indexed: yes.
Target | Result | Latest binary |
---|---|---|
Doc / Vignettes | OK | Apr 03 2025 |
R-4.5-win | OK | Apr 03 2025 |
R-4.5-mac | OK | Apr 03 2025 |
R-4.5-linux | OK | Apr 03 2025 |
R-4.4-win | OK | Apr 03 2025 |
R-4.4-mac | OK | Apr 03 2025 |
R-4.4-linux | OK | Apr 03 2025 |
R-4.3-win | OK | Apr 03 2025 |
R-4.3-mac | OK | Apr 03 2025 |
Exports:varImpvarImpACCvarImpAUCvarImpRanger
Dependencies:codetoolscoinlatticelibcoinMASSMatrixmatrixStatsmeasuresmodeltoolsmultcompmvtnormpartysandwichstrucchangesurvivalTH.datazoo
Readme and manuals
Help Manual
Help page | Topics |
---|---|
varImp | varImp |
varImpACC | varImpACC |
varImpAUC | varImpAUC |
varImpRanger | varImpRanger |