Extends 'mlr3' with filter methods for feature selection. Besides standalone filter methods built-in methods of any machine-learning algorithm are supported. Partial scoring of multivariate filter methods is supported.
Version: | 0.8.1 |
Depends: | R (≥ 3.1.0) |
Imports: | backports, checkmate, data.table, mlr3 (≥ 0.12.0), mlr3misc, paradox, R6 |
Suggests: | Boruta, care, caret, carSurv, FSelectorRcpp, knitr, lgr, mlr3learners, mlr3measures, mlr3pipelines, praznik, rpart, survival, testthat (≥ 3.0.0), withr |
Published: | 2024-11-08 |
DOI: | 10.32614/CRAN.package.mlr3filters |
Author: | Marc Becker [cre, aut], Patrick Schratz [aut], Michel Lang [aut], Bernd Bischl [aut], Martin Binder [aut], John Zobolas [aut] |
Maintainer: | Marc Becker <marcbecker at posteo.de> |
BugReports: | https://github.com/mlr-org/mlr3filters/issues |
License: | LGPL-3 |
URL: | https://mlr3filters.mlr-org.com, https://github.com/mlr-org/mlr3filters |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | mlr3filters results |
Reference manual: | mlr3filters.pdf |
Package source: | mlr3filters_0.8.1.tar.gz |
Windows binaries: | r-devel: mlr3filters_0.8.1.zip, r-release: mlr3filters_0.8.1.zip, r-oldrel: mlr3filters_0.8.1.zip |
macOS binaries: | r-release (arm64): mlr3filters_0.8.1.tgz, r-oldrel (arm64): mlr3filters_0.8.1.tgz, r-release (x86_64): mlr3filters_0.8.1.tgz, r-oldrel (x86_64): mlr3filters_0.8.1.tgz |
Old sources: | mlr3filters archive |
Reverse imports: | mlr3verse, sense |
Reverse suggests: | mlr3pipelines, mlr3spatiotempcv, mlr3viz |
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