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
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)
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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

On CRAN:

Conda:

5.54 score 4 stars 1 packages 70 scripts 1.0k downloads 8 mentions 4 exports 17 dependencies

Last updated 3 years agofrom:c7b544c80e. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 04 2025
R-4.5-winOKMar 04 2025
R-4.5-macOKMar 04 2025
R-4.5-linuxOKMar 04 2025
R-4.4-winOKMar 04 2025
R-4.4-macOKMar 04 2025
R-4.4-linuxOKMar 04 2025
R-4.3-winOKMar 04 2025
R-4.3-macOKMar 04 2025

Exports:varImpvarImpACCvarImpAUCvarImpRanger

Dependencies:codetoolscoinlatticelibcoinMASSMatrixmatrixStatsmeasuresmodeltoolsmultcompmvtnormpartysandwichstrucchangesurvivalTH.datazoo

Readme and manuals

Help Manual

Help pageTopics
varImpvarImp
varImpACCvarImpACC
varImpAUCvarImpAUC
varImpRangervarImpRanger