Package index

All functions

ArchiveBatchFSelect

Class for Logging Evaluated Feature Sets

AutoFSelector

Class for Automatic Feature Selection

CallbackBatchFSelect

Create Feature Selection Callback

ContextBatchFSelect

Evaluation Context

FSelectInstanceBatchMultiCrit

Class for Multi Criteria Feature Selection

FSelectInstanceBatchSingleCrit

Class for Single Criterion Feature Selection

FSelector

FSelector

FSelectorBatch

Class for Batch Feature Selection Algorithms

ObjectiveFSelect

Class for Feature Selection Objective

ObjectiveFSelectBatch

Class for Feature Selection Objective

auto_fselector()

Function for Automatic Feature Selection

callback_batch_fselect()

Create Feature Selection Callback

ensemble_fs_result EnsembleFSResult

Ensemble Feature Selection Result

ensemble_fselect()

Ensemble Feature Selection

extract_inner_fselect_archives()

Extract Inner Feature Selection Archives

extract_inner_fselect_results()

Extract Inner Feature Selection Results

fs() fss()

Syntactic Sugar for FSelect Construction

fselect()

Function for Feature Selection

fselect_nested()

Function for Nested Resampling

fsi()

Syntactic Sugar for Instance Construction

mlr3fselect mlr3fselect-package

mlr3fselect: Feature Selection for 'mlr3'

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_design_points FSelectorBatchDesignPoints

Feature Selection with Design Points

mlr_fselectors_exhaustive_search FSelectorBatchExhaustiveSearch

Feature Selection with Exhaustive Search

mlr_fselectors_genetic_search FSelectorBatchGeneticSearch

Feature Selection with Genetic Search

mlr_fselectors_random_search FSelectorBatchRandomSearch

Feature Selection with Random Search

mlr_fselectors_rfe FSelectorBatchRFE

Feature Selection with Recursive Feature Elimination

mlr_fselectors_rfecv FSelectorBatchRFECV

Feature Selection with Recursive Feature Elimination with Cross Validation

mlr_fselectors_sequential FSelectorBatchSequential

Feature Selection with Sequential Search

mlr_fselectors_shadow_variable_search FSelectorBatchShadowVariableSearch

Feature Selection with Shadow Variable Search