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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 (shadows).
Version: | 8.0.0 |
Imports: | ranger |
Suggests: | mlbench, rFerns, randomForest, testthat, xgboost, survival |
Published: | 2022-11-12 |
DOI: | 10.32614/CRAN.package.Boruta |
Author: | Miron Bartosz Kursa [aut, cre], Witold Remigiusz Rudnicki [aut] |
Maintainer: | Miron Bartosz Kursa <M.Kursa at icm.edu.pl> |
BugReports: | https://gitlab.com/mbq/Boruta/-/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | https://gitlab.com/mbq/Boruta/ |
NeedsCompilation: | no |
Citation: | Boruta citation info |
Materials: | NEWS |
In views: | MachineLearning |
CRAN checks: | Boruta results |
Reference manual: | Boruta.pdf |
Vignettes: |
Boruta for those in a hurry Importance transdapters |
Package source: | Boruta_8.0.0.tar.gz |
Windows binaries: | r-devel: Boruta_8.0.0.zip, r-release: Boruta_8.0.0.zip, r-oldrel: Boruta_8.0.0.zip |
macOS binaries: | r-release (arm64): Boruta_8.0.0.tgz, r-oldrel (arm64): Boruta_8.0.0.tgz, r-release (x86_64): Boruta_8.0.0.tgz, r-oldrel (x86_64): Boruta_8.0.0.tgz |
Old sources: | Boruta archive |
Reverse imports: | CompositionalML, HDStIM, multiclassPairs, SISIR |
Reverse suggests: | finnts, fscaret, mlr3filters, nestedcv, varrank |
Please use the canonical form https://CRAN.R-project.org/package=Boruta to link to this page.
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.