Package: mlr3fselect
Title: Feature Selection for 'mlr3'
Version: 1.6.0
Authors@R: c(
    person("Marc", "Becker", , "marcbecker@posteo.de", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0002-8115-0400")),
    person("Patrick", "Schratz", , "patrick.schratz@gmail.com", role = "aut",
           comment = c(ORCID = "0000-0003-0748-6624")),
    person("Michel", "Lang", , "michellang@gmail.com", role = "aut",
           comment = c(ORCID = "0000-0001-9754-0393")),
    person("Bernd", "Bischl", , "bernd_bischl@gmx.net", role = "aut",
           comment = c(ORCID = "0000-0001-6002-6980")),
    person("John", "Zobolas", , "bblodfon@gmail.com", role = "aut",
           comment = c(ORCID = "0000-0002-3609-8674"))
  )
Description: 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.
License: LGPL-3
URL: https://mlr3fselect.mlr-org.com,
        https://github.com/mlr-org/mlr3fselect
BugReports: https://github.com/mlr-org/mlr3fselect/issues
Depends: mlr3 (>= 1.0.1), R (>= 3.1.0)
Imports: bbotk (>= 1.9.0), checkmate (>= 2.0.0), cli, data.table, lgr,
        mlr3misc (>= 0.15.1), paradox (>= 1.0.0), R6, stabm
Suggests: e1071, fastVoteR (>= 0.0.3), genalg, mirai, mlr3learners,
        mlr3pipelines, processx, redux, rpart, rush (>= 1.0.0),
        testthat (>= 3.0.0)
Config/testthat/edition: 3
Config/testthat/parallel: false
Encoding: UTF-8
Language: en-US
NeedsCompilation: no
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
Collate: 'ArchiveAsyncFSelect.R' 'ArchiveAsyncFSelectFrozen.R'
        'ArchiveBatchFSelect.R' 'AutoFSelector.R'
        'CallbackAsyncFSelect.R' 'CallbackBatchFSelect.R'
        'ContextAsyncFSelect.R' 'ContextBatchFSelect.R'
        'EnsembleFSResult.R' 'FSelectInstanceAsyncSingleCrit.R'
        'FSelectInstanceAsyncMultiCrit.R'
        'FSelectInstanceBatchSingleCrit.R'
        'FSelectInstanceBatchMultiCrit.R' 'mlr_fselectors.R'
        'FSelector.R' 'FSelectorAsync.R' 'FSelectorAsyncDesignPoints.R'
        'FSelectorAsyncExhaustiveSearch.R'
        'FSelectorAsyncFromOptimizerAsync.R'
        'FSelectorAsyncRandomSearch.R' 'FSelectorBatch.R'
        'FSelectorBatchDesignPoints.R'
        'FSelectorBatchExhaustiveSearch.R'
        'FSelectorBatchFromOptimizerBatch.R'
        'FSelectorBatchGeneticSearch.R' 'FSelectorBatchRFE.R'
        'FSelectorBatchRFECV.R' 'FSelectorBatchRandomSearch.R'
        'FSelectorBatchSequential.R'
        'FSelectorBatchShadowVariableSearch.R' 'ObjectiveFSelect.R'
        'ObjectiveFSelectAsync.R' 'ObjectiveFSelectBatch.R'
        'assertions.R' 'auto_fselector.R' 'bibentries.R'
        'embedded_ensemble_fselect.R' 'ensemble_fselect.R'
        'extract_inner_fselect_archives.R'
        'extract_inner_fselect_results.R' 'faggregate.R' 'fselect.R'
        'fselect_nested.R' 'helper.R' 'mlr_callbacks.R' 'reexports.R'
        'sugar.R' 'zzz.R'
Config/pak/sysreqs: cmake make
Repository: https://mlr-org.r-universe.dev
Date/Publication: 2026-05-21 16:32:24 UTC
RemoteUrl: https://github.com/mlr-org/mlr3fselect
RemoteRef: v1.6.0
RemoteSha: fd1ef30c8abf10320d4e9f522398e7b7efb98e6b
Packaged: 2026-06-27 13:50:50 UTC; root
Author: Marc Becker [aut, cre] (ORCID: <https://orcid.org/0000-0002-8115-0400>),
  Patrick Schratz [aut] (ORCID: <https://orcid.org/0000-0003-0748-6624>),
  Michel Lang [aut] (ORCID: <https://orcid.org/0000-0001-9754-0393>),
  Bernd Bischl [aut] (ORCID: <https://orcid.org/0000-0001-6002-6980>),
  John Zobolas [aut] (ORCID: <https://orcid.org/0000-0002-3609-8674>)
Maintainer: Marc Becker <marcbecker@posteo.de>