Package: mlr3fselect
Title: Feature Selection for 'mlr3'
Version: 0.7.0
Authors@R: 
    c(person(given = "Marc",
             family = "Becker",
             role = c("aut", "cre"),
             email = "marcbecker@posteo.de",
             comment = c(ORCID = "0000-0002-8115-0400")),
      person(given = "Patrick",
             family = "Schratz",
             role = "aut",
             email = "patrick.schratz@gmail.com",
             comment = c(ORCID = "0000-0003-0748-6624")),
      person(given = "Michel",
             family = "Lang",
             role = "aut",
             email = "michellang@gmail.com",
             comment = c(ORCID = "0000-0001-9754-0393")),
      person(given = "Bernd",
             family = "Bischl",
             role = "aut",
             email = "bernd_bischl@gmx.net",
             comment = c(ORCID = "0000-0001-6002-6980")))
Description: Implements methods for feature selection with
    'mlr3', e.g.  random search and sequential selection. Various
    termination criteria can be set and combined. The class
    'AutoFSelector' provides a convenient way to perform nested resampling
    in combination with 'mlr3'.
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: 7.1.2
Collate: 'assertions.R' 'AutoFSelector.R' 'ArchiveFSelect.R'
        'ObjectiveFSelect.R' 'helper.R' 'mlr_fselectors.R'
        'auto_fselector.R' 'extract_inner_fselect_archives.R'
        'extract_inner_fselect_results.R' 'fselect.R'
        'fselect_nested.R' 'FSelector.R' 'FSelectorFromOptimizer.R'
        'FSelectorExhaustiveSearch.R' 'FSelectorRFE.R'
        'FSelectorRandomSearch.R' 'FSelectorSequential.R'
        'FSelectorShadowVariableSearch.R' 'FSelectorDesignPoints.R'
        'FSelectorGeneticSearch.R' 'FSelectInstanceMultiCrit.R'
        'FSelectInstanceSingleCrit.R' 'reexports.R' 'sugar.R'
        'bibentries.R' 'zzz.R'
Packaged: 2022-04-04 11:14:30 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: 2022-04-08 07:12:30 UTC
