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mlr3fselect 0.12.0

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@be-marc be-marc released this 09 Mar 11:33
  • feat: Add number of features to instance$result.
  • feat: Add ties_method options "least_features" and "random" to ArchiveFSelect$best().
  • refactor: Optimize runtime of ArchiveFSelect$best() method.
  • feat: Add importance scores to result of FSelectorRFE.
  • feat: Add number of features to as.data.table.ArchiveFSelect().
  • feat: Features can be always included with the always_include column role.
  • fix: Add $phash() method to AutoFSelector.
  • fix: Include FSelector in hash of AutoFSelector.
  • refactor: Change default batch size of FSelectorRandomSearch to 10.
  • feat: Add batch_size parameter to FSelectorExhaustiveSearch to reduce memory consumption.
  • compatibility: Work with new paradox version 1.0.0