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:Philipp Probst [aut, cre], Silke Janitza [ctb]

varImp_0.4.tar.gz
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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'))

Peer review:

Bug tracker:https://github.com/philipppro/varimp/issues

On CRAN:

5.96 score 4 stars 2 packages 67 scripts 1.4k downloads 8 mentions 4 exports 17 dependencies

Last updated 3 years agofrom:c7b544c80e. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 04 2024
R-4.5-winOKNov 04 2024
R-4.5-linuxOKNov 04 2024
R-4.4-winOKNov 04 2024
R-4.4-macOKNov 04 2024
R-4.3-winOKNov 04 2024
R-4.3-macOKNov 04 2024

Exports:varImpvarImpACCvarImpAUCvarImpRanger

Dependencies:codetoolscoinlatticelibcoinMASSMatrixmatrixStatsmeasuresmodeltoolsmultcompmvtnormpartysandwichstrucchangesurvivalTH.datazoo

Readme and manuals

Help Manual

Help pageTopics
varImpvarImp
varImpACCvarImpACC
varImpAUCvarImpAUC
varImpRangervarImpRanger