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Releases: mlr-org/mlr3fselect

mlr3fselect 0.4.0

23 Oct 07:42
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  • Compact in-memory representation of R6 objects to save space when saving mlr3
    objects via saveRDS(), serialize() etc.
  • FSelectorRFE supports fraction of features to retain in each iteration
    (feature_fraction), number of features to remove in each iteration
    (feature_number) and vector of number of features to retain in each
    iteration (subset_sizes).
  • AutoFSelect is renamed to AutoFSelector.
  • To retrieve the inner feature selection results in nested resampling,
    as.data.table(rr)$learner[[1]]$fselect_result must be used now.
  • Option to control store_benchmark_result, store_models and check_values
    in AutoFSelector. store_fselect_instance must be set as a parameter during
    initialization.
  • Adds FSelectorGeneticSearch.
  • Fixes check_values flag in FSelectInstanceSingleCrit and
    FSelectInstanceMultiCrit.
  • Removed dependency on orphaned package bibtex.
  • PipeOpSelect is internally used for task subsetting.

mlr3fselect 0.3.0

23 Sep 19:50
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  • Archive is ArchiveFSelect now which stores the benchmark result in $benchmark_result. This change removed the resample results from the archive but they can be still accessed via the benchmark result.

mlr3fselect 0.2.1

10 Sep 09:54
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  • Warning message if external package for feature selection is not installed.

mlr3fselect 0.2.0

31 Aug 08:12
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Initial CRAN release.