R: Feature Selection for 'mlr3'

# Feature Selection for 'mlr3'

## Documentation for package ‘mlr3fselect’ version 1.5.1

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

mlr3fselect-package | mlr3fselect: Feature Selection for 'mlr3'
ArchiveAsyncFSelect | Rush Data Storage
ArchiveAsyncFSelectFrozen | Frozen Rush Data Storage
ArchiveBatchFSelect | Class for Logging Evaluated Feature Sets
assert_async_fselect_callback | Assertions for Callbacks
assert_async_fselect_callbacks | Assertions for Callbacks
AutoFSelector | Class for Automatic Feature Selection
auto_fselector | Function for Automatic Feature Selection
CallbackAsyncFSelect | Asynchronous Feature Selection Callback
CallbackBatchFSelect | Create Feature Selection Callback
callback_async_fselect | Create Asynchronous Feature Selection Callback
callback_batch_fselect | Create Feature Selection Callback
ContextAsyncFSelect | Asynchronous Feature Selection Context
ContextBatchFSelect | Evaluation Context
embedded_ensemble_fselect | Embedded Ensemble Feature Selection
EnsembleFSResult | Ensemble Feature Selection Result
ensemble_fselect | Wrapper-based Ensemble Feature Selection
ensemble_fs_result | Ensemble Feature Selection Result
extract_inner_fselect_archives | Extract Inner Feature Selection Archives
extract_inner_fselect_results | Extract Inner Feature Selection Results
faggregate | Fast Aggregation of ResampleResults and BenchmarkResults
fs | Syntactic Sugar for Feature Selection Objects Construction
fselect | Function for Feature Selection
FSelectInstanceAsyncMultiCrit | Multi-Criteria Feature Selection with Rush
FSelectInstanceAsyncSingleCrit | Single Criterion Feature Selection with Rush
FSelectInstanceBatchMultiCrit | Class for Multi Criteria Feature Selection
FSelectInstanceBatchSingleCrit | Class for Single Criterion Feature Selection
FSelector | FSelector
FSelectorAsync | Class for Asynchronous Feature Selection Algorithms
FSelectorAsyncDesignPoints | Feature Selection with Asynchronous Design Points
FSelectorAsyncExhaustiveSearch | Feature Selection with Asynchronous Exhaustive Search
FSelectorAsyncRandomSearch | Feature Selection with Asynchronous Random Search
FSelectorBatch | Class for Batch Feature Selection Algorithms
FSelectorBatchDesignPoints | Feature Selection with Design Points
FSelectorBatchExhaustiveSearch | Feature Selection with Exhaustive Search
FSelectorBatchGeneticSearch | Feature Selection with Genetic Search
FSelectorBatchRandomSearch | Feature Selection with Random Search
FSelectorBatchRFE | Feature Selection with Recursive Feature Elimination
FSelectorBatchRFECV | Feature Selection with Recursive Feature Elimination with Cross Validation
FSelectorBatchSequential | Feature Selection with Sequential Search
FSelectorBatchShadowVariableSearch | Feature Selection with Shadow Variable Search
fselect_nested | Function for Nested Resampling
fsi | Syntactic Sugar for Feature Selection Instance Construction
fsi_async | Syntactic Sugar for Asynchronous Feature Selection Instance Construction
fss | Syntactic Sugar for Feature Selection Objects Construction
mlr3fselect | mlr3fselect: Feature Selection for 'mlr3'
mlr3fselect.async_freeze_archive | Freeze Archive Callback
mlr3fselect.backup | Backup Benchmark Result Callback
mlr3fselect.internal_tuning | Internal Tuning Callback
mlr3fselect.one_se_rule | One Standard Error Rule Callback
mlr3fselect.svm_rfe | SVM-RFE Callback
mlr_fselectors | Dictionary of FSelectors
mlr_fselectors_async_design_points | Feature Selection with Asynchronous Design Points
mlr_fselectors_async_exhaustive_search | Feature Selection with Asynchronous Exhaustive Search
mlr_fselectors_async_random_search | Feature Selection with Asynchronous Random Search
mlr_fselectors_design_points | Feature Selection with Design Points
mlr_fselectors_exhaustive_search | Feature Selection with Exhaustive Search
mlr_fselectors_genetic_search | Feature Selection with Genetic Search
mlr_fselectors_random_search | Feature Selection with Random Search
mlr_fselectors_rfe | Feature Selection with Recursive Feature Elimination
mlr_fselectors_rfecv | Feature Selection with Recursive Feature Elimination with Cross Validation
mlr_fselectors_sequential | Feature Selection with Sequential Search
mlr_fselectors_shadow_variable_search | Feature Selection with Shadow Variable Search
ObjectiveFSelect | Class for Feature Selection Objective
ObjectiveFSelectAsync | Class for Feature Selection Objective
ObjectiveFSelectBatch | Class for Feature Selection Objective