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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 |
| Reference manual: | varImp.pdf |
| Package source: | varImp_0.4.tar.gz |
| Windows binaries: | r-devel: varImp_0.4.zip, r-release: varImp_0.4.zip, r-oldrel: varImp_0.4.zip |
| macOS binaries: | r-release (arm64): varImp_0.4.tgz, r-oldrel (arm64): varImp_0.4.tgz, r-release (x86_64): varImp_0.4.tgz, r-oldrel (x86_64): varImp_0.4.tgz |
| Old sources: | varImp archive |
| Reverse imports: | moreparty |
| Reverse suggests: | party, vip |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.