An all-relevant feature selection wrapper algorithm. It finds relevant features by comparing original attributes' importance with importance achievable at random, estimated using their permuted copies.
| Version: | 5.0.0 |
| Depends: | ranger |
| Suggests: | mlbench, rFerns, randomForest |
| Published: | 2015-09-13 |
| Author: | Miron Bartosz Kursa [aut, cre], Witold Remigiusz Rudnicki [aut] |
| Maintainer: | Miron Bartosz Kursa <M.Kursa at icm.edu.pl> |
| BugReports: | NA |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://m2.icm.edu.pl/boruta/ |
| NeedsCompilation: | no |
| Citation: | Boruta citation info |
| Materials: | NEWS |
| In views: | MachineLearning |
| CRAN checks: | Boruta results |
| Reference manual: | Boruta.pdf |
| Package source: | Boruta_5.0.0.tar.gz |
| Windows binaries: | r-devel: Boruta_5.0.0.zip, r-release: Boruta_5.0.0.zip, r-oldrel: Boruta_5.0.0.zip |
| OS X Mavericks binaries: | r-release: Boruta_5.0.0.tgz, r-oldrel: Boruta_5.0.0.tgz |
| Old sources: | Boruta archive |
| Reverse suggests: | fscaret |