Function reference • mlr3fselect

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

mlr3fselect.one_se_rule: One Standard Error Rule Callback

mlr3fselect.svm_rfe: SVM-RFE 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_rfecv FSelectorRFECV: Feature Selection with Recursive Feature Elimination with Cross Validation

mlr_fselectors_sequential FSelectorSequential: Feature Selection with Sequential Search

mlr_fselectors_shadow_variable_search FSelectorShadowVariableSearch: Feature Selection with Shadow Variable Search