Function reference

All functions

ArchiveFSelect

Class for Logging Evaluated Feature Sets

AutoFSelector

Class for Automatic Feature Selection

CallbackFSelect

Create Feature Selection Callback

ContextEval

Evaluation Context

FSelectInstanceMultiCrit

Class for Multi Criteria Feature Selection

FSelectInstanceSingleCrit

Class for Single Criterion Feature Selection

FSelector

Class for Feature Selection Algorithms

ObjectiveFSelect

Class for Feature Selection Objective

auto_fselector()

Function for Automatic Feature Selection

callback_fselect()

Create Feature Selection Callback

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

mlr_fselectors

Dictionary of FSelectors

mlr_fselectors_design_points FSelectorDesignPoints

Feature Selection with Design Points

mlr_fselectors_exhaustive_search FSelectorExhaustiveSearch

Feature Selection with Exhaustive Search

mlr_fselectors_genetic_search FSelectorGeneticSearch

Feature Selection with Genetic Search

mlr_fselectors_random_search FSelectorRandomSearch

Feature Selection with Random Search

mlr_fselectors_rfe FSelectorRFE

Feature Selection with Recursive Feature Elimination

mlr_fselectors_sequential FSelectorSequential

Feature Selection with Sequential Search

mlr_fselectors_shadow_variable_search FSelectorShadowVariableSearch

Feature Selection with Shadow Variable Search