mlr3fselect: Feature Selection for 'mlr3'
Feature selection package of the 'mlr3' ecosystem. It selects the optimal feature set for any 'mlr3' learner. The package works with several optimization algorithms e.g. Random Search, Recursive Feature Elimination, and Genetic Search. Moreover, it can automatically optimize learners and estimate the performance of optimized feature sets with nested resampling.
| Version: | 1.3.0 |
| Depends: | mlr3 (≥ 0.21.1), R (≥ 3.1.0) |
| Imports: | bbotk (≥ 1.2.0), checkmate (≥ 2.0.0), data.table, lgr, mlr3misc (≥ 0.15.1), paradox (≥ 1.0.0), R6, stabm |
| Suggests: | e1071, genalg, mlr3learners, mlr3pipelines, rpart, fastVoteR, testthat (≥ 3.0.0) |
| Published: | 2025-01-16 |
| DOI: | 10.32614/CRAN.package.mlr3fselect |
| Author: | Marc Becker  [aut,
cre],
Patrick Schratz
[aut],
Michel Lang [aut],
Bernd Bischl
[aut],
John Zobolas
[aut] |
| Maintainer: | Marc Becker <marcbecker at posteo.de> |
| BugReports: | https://github.com/mlr-org/mlr3fselect/issues |
| License: | LGPL-3 |
| URL: | https://mlr3fselect.mlr-org.com, https://github.com/mlr-org/mlr3fselect |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README NEWS |
| CRAN checks: | mlr3fselect results |
Documentation:
| Reference manual: | mlr3fselect.pdf |
Downloads:
| Package source: | mlr3fselect_1.3.0.tar.gz |
| Windows binaries: | r-devel: mlr3fselect_1.3.0.zip, r-release: mlr3fselect_1.3.0.zip, r-oldrel: mlr3fselect_1.3.0.zip |
| macOS binaries: | r-devel (arm64): mlr3fselect_1.3.0.tgz, r-release (arm64): mlr3fselect_1.3.0.tgz, r-oldrel (arm64): mlr3fselect_1.3.0.tgz, r-devel (x86_64): mlr3fselect_1.3.0.tgz, r-release (x86_64): mlr3fselect_1.3.0.tgz, r-oldrel (x86_64): mlr3fselect_1.3.0.tgz |
| Old sources: | mlr3fselect archive |
Reverse dependencies:
| Reverse imports: | mlr3verse |
| Reverse suggests: | mlr3viz |
Linking:
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