mlr3fselect 1.5.0

• fix: Add always_included column role to all registered tasks.
• perf: Add fast aggregation for ResampleResult and BenchmarkResult objects to speed up objective function evaluation.

mlr3fselect 1.4.0

• feat: Introduce asynchronous optimization with the FSelectorAsync and FSelectInstanceAsync* classes.
• feat: Add max_nfeatures argument in the pareto_front() and knee_points() methods of an EnsembleFSResult().
• feat: Classes are now printed with the cli package.

mlr3fselect v1.3.0

• refactor: Use fastVoteR for feature ranking in EnsembleFSResult() objects
• feat: Add embedded ensemble feature selection embedded_ensemble_fselect()
• refactor/perf: ensemble_fselect() and EnsembleFSResult()
• feat: Add c.EnsembleFSResult(...) and EnsembleFSResult$combine(...) methods

mlr3fselect 1.2.1

• compatibility: mlr3 0.22.0

mlr3fselect 1.2.0

• feat: Add internal tuning callback mlr3fselect.internal_tuning.
• fix: Register mlr3fselect in the mlr_reflections$loaded_packages field.

mlr3fselect 1.1.1

• compatibility: bbotk 1.1.1

mlr3fselect 1.1.0

• compatibility: mlr3 0.21.0
• fix: Delete intermediate BenchmarkResult in ObjectiveFSelectBatch after optimization.
• fix: Reloading mlr3fselect does not duplicate column roles anymore.
• perf: Remove x_domain column from archive.

mlr3fselect 1.0.0

• feat: Add ensemble feature selection function ensemble_fselect().
• BREAKING CHANGE: The FSelector class is FSelectorBatch now.
• BREAKING CHANGE: THe FSelectInstanceSingleCrit and FSelectInstanceMultiCrit classes are FSelectInstanceBatchSingleCrit and FSelectInstanceBatchMultiCrit now.
• BREAKING CHANGE: The CallbackFSelect class is CallbackBatchFSelect now.
• BREAKING CHANGE: The ContextEval class is ContextBatchFSelect now.

mlr3fselect 0.12.0

• 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

mlr3fselect 0.11.0

• BREAKING CHANGE: The method parameter of fselect(), fselect_nested() and auto_fselector() is renamed to fselector.
  Only FSelector objects are accepted now.
  Arguments to the fselector cannot be passed with ... anymore.
• BREAKING CHANGE: The fselect parameter of FSelector is moved to the first position to achieve consistency with the other functions.
• docs: Update resources sections.
• docs: Add list of default measures.