Package: mlr3fselect
Title: Feature Selection for 'mlr3'
Version: 0.8.1
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"))
  )
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 (>= 0.12.0), R (>= 3.1.0)
Imports: bbotk (>= 0.5.2), checkmate (>= 2.0.0), data.table, lgr,
        mlr3misc (>= 0.9.4), mlr3pipelines (>= 0.3.0), paradox (>=
        0.7.0), R6
Suggests: genalg, rpart, testthat (>= 3.0.0)
Config/testthat/edition: 3
Config/testthat/parallel: true
Encoding: UTF-8
Language: en-US
NeedsCompilation: no
RoxygenNote: 7.2.2
Collate: 'ArchiveFSelect.R' 'AutoFSelector.R'
        'FSelectInstanceSingleCrit.R' 'FSelectInstanceMultiCrit.R'
        'mlr_fselectors.R' 'FSelector.R' 'FSelectorDesignPoints.R'
        'FSelectorExhaustiveSearch.R' 'FSelectorFromOptimizer.R'
        'FSelectorGeneticSearch.R' 'FSelectorRFE.R'
        'FSelectorRandomSearch.R' 'FSelectorSequential.R'
        'FSelectorShadowVariableSearch.R' 'ObjectiveFSelect.R'
        'assertions.R' 'auto_fselector.R' 'bibentries.R'
        'extract_inner_fselect_archives.R'
        'extract_inner_fselect_results.R' 'fselect.R'
        'fselect_nested.R' 'helper.R' 'reexports.R' 'sugar.R' 'zzz.R'
Packaged: 2022-11-27 11:45:22 UTC; marc
Author: Marc Becker [aut, cre] (<https://orcid.org/0000-0002-8115-0400>),
  Patrick Schratz [aut] (<https://orcid.org/0000-0003-0748-6624>),
  Michel Lang [aut] (<https://orcid.org/0000-0001-9754-0393>),
  Bernd Bischl [aut] (<https://orcid.org/0000-0001-6002-6980>)
Maintainer: Marc Becker <marcbecker@posteo.de>
Repository: CRAN
Date/Publication: 2022-11-27 14:50:02 UTC
