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-4.4-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)

Peer review:

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

On CRAN:

4 exports 4 stars 2.50 score 17 dependencies 1 dependents 8 mentions 59 scripts 1.2k downloads

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

Exports:varImpvarImpACCvarImpAUCvarImpRanger

Dependencies:codetoolscoinlatticelibcoinMASSMatrixmatrixStatsmeasuresmodeltoolsmultcompmvtnormpartysandwichstrucchangesurvivalTH.datazoo