Filters

mlr_filters_anova

ANOVA F-Test Filter

mlr_filters_auc

AUC Filter

mlr_filters_carscore

Conditional Mutual Information Based Feature Selection Filter

mlr_filters_cmim

Minimal Conditional Mutual Information Filter

mlr_filters_correlation

Correlation Filter

mlr_filters_disr

Double Input Symmetrical Relevance Filter

mlr_filters_find_correlation

Correlation Filter

mlr_filters_information_gain

Information Gain Filter

mlr_filters_jmi

Joint Mutual Information Filter

mlr_filters_jmim

Minimal Joint Mutual Information Maximisation Filter

mlr_filters_kruskal_test

Kruskal-Wallis Test Filter

mlr_filters_mim

Conditional Mutual Information Based Feature Selection Filter

mlr_filters_mrmr

Minimum redundancy maximal relevancy filter

mlr_filters_njmim

Minimal Normalised Joint Mutual Information Maximisation Filter

mlr_filters_performance

Predictive Performance Filter

mlr_filters_variable_importance

Filter for Embedded Feature Selection via Variable Importance

mlr_filters_variance

Variance Filter

General

Filter

Filter Base Class

flt()

Syntactic Sugar for Filter Construction

mlr3filters-package

mlr3filters: Filter Based Feature Selection for 'mlr3'

mlr_filters

Dictionary of Filters