Implements methods for feature selection with 'mlr3', e.g. random search and sequential selection. Various termination criteria can be set and combined. The class 'AutoFSelector' provides a convenient way to perform nested resampling in combination with 'mlr3'.
Version: | 0.4.1 |
Depends: | R (≥ 3.1.0) |
Imports: | bbotk (≥ 0.2.0), checkmate (≥ 2.0.0), data.table, lgr, mlr3 (≥ 0.7.0), mlr3misc, mlr3pipelines (≥ 0.3.0), paradox (≥ 0.3.0), R6 |
Suggests: | genalg, rpart, testthat |
Published: | 2020-10-30 |
Author: | Marc Becker |
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 |
Materials: | README NEWS |
CRAN checks: | mlr3fselect results |
Reference manual: | mlr3fselect.pdf |
Package source: | mlr3fselect_0.4.1.tar.gz |
Windows binaries: | r-devel: mlr3fselect_0.4.1.zip, r-release: mlr3fselect_0.4.1.zip, r-oldrel: mlr3fselect_0.4.1.zip |
macOS binaries: | r-release: mlr3fselect_0.4.1.tgz, r-oldrel: mlr3fselect_0.4.1.tgz |
Old sources: | mlr3fselect archive |
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