Package: mlr3fselect 1.0.0
![](https://github.com/mlr-org/mlr3fselect/raw/v1.0.0/man/figures/logo.png)
mlr3fselect: Feature Selection for 'mlr3'
Feature selection package of the 'mlr3' ecosystem. It selects the optimal feature set for any 'mlr3' learner. The package works with several optimization algorithms e.g. Random Search, Recursive Feature Elimination, and Genetic Search. Moreover, it can automatically optimize learners and estimate the performance of optimized feature sets with nested resampling.
Authors:
mlr3fselect_1.0.0.tar.gz
mlr3fselect_1.0.0.zip(r-4.5)mlr3fselect_1.0.0.zip(r-4.4)mlr3fselect_1.0.0.zip(r-4.3)
mlr3fselect_1.0.0.tgz(r-4.4-any)mlr3fselect_1.0.0.tgz(r-4.3-any)
mlr3fselect_1.0.0.tar.gz(r-4.5-noble)mlr3fselect_1.0.0.tar.gz(r-4.4-noble)
mlr3fselect_1.0.0.tgz(r-4.4-emscripten)mlr3fselect_1.0.0.tgz(r-4.3-emscripten)
mlr3fselect.pdf |mlr3fselect.html✨
mlr3fselect/json (API)
NEWS
# Install 'mlr3fselect' in R: |
install.packages('mlr3fselect', repos = c('https://mlr-org.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mlr-org/mlr3fselect/issues
evolutionary-algorithmsexhaustive-searchfeature-selectionmachine-learningmlr3optimizationrandom-searchrecursive-feature-eliminationsequential-feature-selection
Last updated 2 months agofrom:60fed9f10f (on v1.0.0). Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Aug 29 2024 |
R-4.5-win | OK | Aug 29 2024 |
R-4.5-linux | OK | Aug 29 2024 |
R-4.4-win | OK | Aug 29 2024 |
R-4.4-mac | OK | Aug 29 2024 |
R-4.3-win | OK | Aug 29 2024 |
R-4.3-mac | OK | Aug 29 2024 |
Exports:ArchiveBatchFSelectassert_fselect_instanceassert_fselect_instance_asyncassert_fselect_instance_batchassert_fselector_asyncassert_fselector_batchassert_fselectorsauto_fselectorAutoFSelectorcallback_batch_fselectclbkclbksContextBatchFSelectensemble_fselectEnsembleFSResultextract_inner_fselect_archivesextract_inner_fselect_resultsfsfselectfselect_nestedFSelectInstanceBatchMultiCritFSelectInstanceBatchSingleCritFSelectorFSelectorBatchFSelectorBatchDesignPointsFSelectorBatchExhaustiveSearchFSelectorBatchFromOptimizerBatchFSelectorBatchGeneticSearchFSelectorBatchRandomSearchFSelectorBatchRFEFSelectorBatchRFECVFSelectorBatchSequentialFSelectorBatchShadowVariableSearchfsifssmlr_callbacksmlr_fselectorsmlr_terminatorsObjectiveFSelectObjectiveFSelectBatchtrmtrms
Dependencies:backportsbbotkcheckmatecodetoolsdata.tabledigestevaluatefuturefuture.applyglobalslatticelgrlistenvMatrixmlbenchmlr3mlr3measuresmlr3miscpalmerpenguinsparadoxparallellyPRROCR6stabmuuid