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: |
0.7.1 |
| Depends: |
mlr3 (≥ 0.12.0), R (≥ 3.1.0) |
| Imports: |
bbotk (≥ 0.5.2), checkmate (≥ 2.0.0), data.table, lgr, mlr3misc (≥ 0.9.4), mlr3pipelines (≥ 0.3.0), paradox (≥
0.7.0), R6 |
| Suggests: |
genalg, rpart, testthat (≥ 3.0.0) |
| Published: |
2022-05-03 |
| Author: |
Marc Becker  [aut,
cre],
Patrick Schratz
[aut],
Michel Lang [aut],
Bernd Bischl
[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 |