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mlr 2.17.1

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@pat-s pat-s released this 24 Mar 11:00

Learners - bugfixes

  • remove regr_slim learner due to pkg (flare) being orphaned on CRAN

Measures - bugixes

  • remove measure clValid::dunn and its tests (package orphaned) (#2742)
  • Bugfix: tuneThreshold() now accounts for the direction of the measure.
    Beforehand, the performance measure was always minimized (#2732).
  • Remove adjusted Rsq measure (arsq), fixes #2711

Filters - bugfixes

  • Fixed an issue which caused the random forest minimal depth filter to only return NA values when using thresholding.
    NAs should only be returned for features below the given threshold. (@annette987, #2710)
  • Fixed problem which prevented passing filter options via argument more.args for simple filters (@annette987, #2709)

Feature selection - bugfixes

  • Fix print.FeatSelResult() when bits.to.features is used in selectFeatures() (#2721)
  • Return a long DF for getFeatureImportance() (#2708)

Misc

  • pkgdown: Move changelog to Appendix

  • Account for {checkmate} v2.0.0 update (#2734)

  • Refactor function calls from packages (<pkg::fun>) within ParamSets (#2730) to avoid errors in listLearners() if those pkgs are not installed

  • listLearners() should not fail if a package is not installed (#2717)