cran. See also theR-universe documentation.Package: mlr3tuningspaces 0.5.2
Marc Becker
mlr3tuningspaces: Search Spaces for 'mlr3'
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.
Authors:
mlr3tuningspaces_0.5.2.tar.gz
mlr3tuningspaces_0.5.2.tar.gz(r-4.5-noble)mlr3tuningspaces_0.5.2.tar.gz(r-4.4-noble)
mlr3tuningspaces_0.5.2.tgz(r-4.4-emscripten)mlr3tuningspaces_0.5.2.tgz(r-4.3-emscripten)
mlr3tuningspaces.pdf |mlr3tuningspaces.html✨
mlr3tuningspaces/json (API)
NEWS
| # Install 'mlr3tuningspaces' in R: |
| install.packages('mlr3tuningspaces', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mlr-org/mlr3tuningspaces/issues
Pkgdown site:https://mlr3tuningspaces.mlr-org.com
Last updated 3 months agofrom:17694f132b. Checks:2 OK. Indexed: no.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 24 2025 |
| R-4.5-linux | OK | Jan 24 2025 |
Exports:ltsltssmlr_tuning_spacesTuningSpace
Dependencies:backportsbbotkcheckmatecodetoolsdata.tabledigestevaluatefuturefuture.applyglobalslgrlistenvmlbenchmlr3mlr3measuresmlr3miscmlr3tuningpalmerpenguinsparadoxparallellyPRROCR6uuid
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| mlr3tuningspaces: Search Spaces for 'mlr3' | mlr3tuningspaces-package mlr3tuningspaces |
| Syntactic Sugar for Tuning Space Construction | lts lts.character lts.Learner lts.missing ltss |
| Dictionary of Tuning Spaces | mlr_tuning_spaces |
| Default Tuning Spaces | mlr_tuning_spaces_classif.glmnet.default mlr_tuning_spaces_classif.kknn.default mlr_tuning_spaces_classif.ranger.default mlr_tuning_spaces_classif.rpart.default mlr_tuning_spaces_classif.svm.default mlr_tuning_spaces_classif.xgboost.default mlr_tuning_spaces_default mlr_tuning_spaces_regr.glmnet.default mlr_tuning_spaces_regr.kknn.default mlr_tuning_spaces_regr.ranger.default mlr_tuning_spaces_regr.rpart.default mlr_tuning_spaces_regr.svm.default mlr_tuning_spaces_regr.xgboost.default |
| RandomBot Tuning Spaces | mlr_tuning_spaces_classif.glmnet.rbv1 mlr_tuning_spaces_classif.kknn.rbv1 mlr_tuning_spaces_classif.ranger.rbv1 mlr_tuning_spaces_classif.rpart.rbv1 mlr_tuning_spaces_classif.svm.rbv1 mlr_tuning_spaces_classif.xgboost.rbv1 mlr_tuning_spaces_rbv1 mlr_tuning_spaces_regr.glmnet.rbv1 mlr_tuning_spaces_regr.kknn.rbv1 mlr_tuning_spaces_regr.ranger.rbv1 mlr_tuning_spaces_regr.rpart.rbv1 mlr_tuning_spaces_regr.svm.rbv1 mlr_tuning_spaces_regr.xgboost.rbv1 |
| RandomBot V2 Tuning Spaces | mlr_tuning_spaces_classif.glmnet.rbv2 mlr_tuning_spaces_classif.kknn.rbv2 mlr_tuning_spaces_classif.ranger.rbv2 mlr_tuning_spaces_classif.rpart.rbv2 mlr_tuning_spaces_classif.svm.rbv2 mlr_tuning_spaces_classif.xgboost.rbv2 mlr_tuning_spaces_rbv2 mlr_tuning_spaces_regr.glmnet.rbv2 mlr_tuning_spaces_regr.kknn.rbv2 mlr_tuning_spaces_regr.ranger.rbv2 mlr_tuning_spaces_regr.rpart.rbv2 mlr_tuning_spaces_regr.svm.rbv2 mlr_tuning_spaces_regr.xgboost.rbv2 |
| Tuning Spaces | TuningSpace |
