Function reference • mlr3fselect

All functions

ArchiveFSelect: Logging Object for Evaluated Feature Sets

AutoFSelector: AutoFSelector

FSelectInstanceMultiCrit: Multi Criterion Feature Selection Instance

FSelectInstanceSingleCrit: Single Criterion Feature Selection Instance

FSelector: FSelector

ObjectiveFSelect: ObjectiveFSelect

auto_fselector(): Syntactic Sugar for Automatic 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

mlr3fselect mlr3fselect-package: mlr3fselect: Feature Selection for 'mlr3'

mlr_fselectors: Dictionary of FSelectors

mlr_fselectors_design_points FSelectorDesignPoints: Feature Selection via Design Points

mlr_fselectors_exhaustive_search FSelectorExhaustiveSearch: Feature Selection via Exhaustive Search

mlr_fselectors_genetic_search FSelectorGeneticSearch: Feature Selection via Genetic Search

mlr_fselectors_random_search FSelectorRandomSearch: Feature Selection via Random Search

mlr_fselectors_rfe FSelectorRFE: Feature Selection via Recursive Feature Elimination

mlr_fselectors_sequential FSelectorSequential: Feature Selection via Sequential Search

mlr_fselectors_shadow_variable_search FSelectorShadowVariableSearch: Feature Selection via Shadow Variable Search