varImp: RF Variable Importance for Arbitrary Measures (original) (raw)
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).
| Version: | 0.4 |
|---|---|
| Depends: | R (≥ 3.0.0), measures, party, stats |
| Suggests: | testthat, ranger |
| Published: | 2020-05-23 |
| DOI: | 10.32614/CRAN.package.varImp |
| Author: | Philipp Probst [aut, cre], Silke Janitza [ctb] |
| Maintainer: | Philipp Probst <philipp_probst at gmx.de> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | varImp results |
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