Collection of search spaces for hyperparameter optimization in the
'mlr3' ecosystem. It features ready-to-use search spaces for many popular
machine learning algorithms. The search spaces are from scientific articles
and work for a wide range of data sets.
| Version: |
0.6.0 |
| Depends: |
mlr3tuning (≥ 0.15.0), R (≥ 3.1.0) |
| Imports: |
cli, checkmate (≥ 2.0.0), data.table (≥ 1.14.0), mlr3 (≥
0.11.0), mlr3misc (≥ 0.11.0), paradox (≥ 0.7.1), R6 (≥
2.5.0) |
| Suggests: |
e1071 (≥ 1.7-6), bbotk, glmnet (≥ 4.1-2), mlr3learners (≥
0.4.5), mlr3pipelines, ranger (≥ 0.12.1), rpart (≥ 4.1-15), testthat (≥ 3.0.0), xgboost (≥ 1.4.1.1) |
| Published: |
2025-05-16 |
| DOI: |
10.32614/CRAN.package.mlr3tuningspaces |
| Author: |
Marc Becker  [cre,
aut],
Michel Lang [ctb] |
| Maintainer: |
Marc Becker <marcbecker at posteo.de> |
| BugReports: |
https://github.com/mlr-org/mlr3tuningspaces/issues |
| License: |
LGPL-3 |
| URL: |
https://mlr3tuningspaces.mlr-org.com,
https://github.com/mlr-org/mlr3tuningspaces |
| NeedsCompilation: |
no |
| Materials: |
README, NEWS |
| CRAN checks: |
mlr3tuningspaces results |