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: | 0.5.2 |
Depends: | mlr3tuning (≥ 0.15.0), R (≥ 3.1.0) |
Imports: | 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), kknn (≥ 1.3.1), mlr3learners (≥ 0.4.5), mlr3pipelines, ranger (≥ 0.12.1), rpart (≥ 4.1-15), testthat (≥ 3.0.0), xgboost (≥ 1.4.1.1) |
Published: | 2024-11-22 |
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 |
Reference manual: | mlr3tuningspaces.pdf |
Package source: | mlr3tuningspaces_0.5.2.tar.gz |
Windows binaries: | r-devel: mlr3tuningspaces_0.5.2.zip, r-release: mlr3tuningspaces_0.5.2.zip, r-oldrel: mlr3tuningspaces_0.5.2.zip |
macOS binaries: | r-release (arm64): mlr3tuningspaces_0.5.2.tgz, r-oldrel (arm64): mlr3tuningspaces_0.5.2.tgz, r-release (x86_64): mlr3tuningspaces_0.5.2.tgz, r-oldrel (x86_64): mlr3tuningspaces_0.5.2.tgz |
Old sources: | mlr3tuningspaces archive |
Reverse imports: | mlr3verse |
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