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-4.7-any)varImp_0.4.zip(r-4.6-any)varImp_0.4.zip(r-4.5-any)
varImp_0.4.tgz(r-4.6-any)varImp_0.4.tgz(r-4.5-any)
varImp_0.4.tar.gz(r-4.7-any)varImp_0.4.tar.gz(r-4.6-any)
varImp_0.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
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:

5.29 score 4 stars 73 scripts 1.7k downloads 8 mentions 4 exports 17 dependencies

Last updated from:c7b544c80e. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK127
source / vignettesOK132
linux-releaseOK117
macos-releaseOK126
macos-oldrelOK88
windows-develOK91
windows-releaseOK98
windows-oldrelOK104
wasm-releaseOK89

Exports:varImpvarImpACCvarImpAUCvarImpRanger

Dependencies:codetoolscoinlatticelibcoinMASSMatrixmatrixStatsmeasuresmodeltoolsmultcompmvtnormpartysandwichstrucchangesurvivalTH.datazoo

Readme and manuals

Help Manual

Help pageTopics
varImpvarImp
varImpACCvarImpACC
varImpAUCvarImpAUC
varImpRangervarImpRanger