Function reference

Filters

mlr_filters_anova FilterAnova

ANOVA F-Test Filter

mlr_filters_auc FilterAUC

AUC Filter

mlr_filters_boruta FilterBoruta

Burota Filter

mlr_filters_carscore FilterCarScore

Correlation-Adjusted Marignal Correlation Score Filter

mlr_filters_carsurvscore FilterCarSurvScore

Correlation-Adjusted Survival Score Filter

mlr_filters_cmim FilterCMIM

Minimal Conditional Mutual Information Maximization Filter

mlr_filters_correlation FilterCorrelation

Correlation Filter

mlr_filters_disr FilterDISR

Double Input Symmetrical Relevance Filter

mlr_filters_find_correlation FilterFindCorrelation

Correlation Filter

mlr_filters_importance FilterImportance

Filter for Embedded Feature Selection via Variable Importance

mlr_filters_information_gain FilterInformationGain

Information Gain Filter

mlr_filters_jmi FilterJMI

Joint Mutual Information Filter

mlr_filters_jmim FilterJMIM

Minimal Joint Mutual Information Maximization Filter

mlr_filters_kruskal_test FilterKruskalTest

Kruskal-Wallis Test Filter

mlr_filters_mim FilterMIM

Mutual Information Maximization Filter

mlr_filters_mrmr FilterMRMR

Minimum Redundancy Maximal Relevancy Filter

mlr_filters_njmim FilterNJMIM

Minimal Normalised Joint Mutual Information Maximization Filter

mlr_filters_performance FilterPerformance

Predictive Performance Filter

mlr_filters_permutation FilterPermutation

Permutation Score Filter

mlr_filters_relief FilterRelief

RELIEF Filter

mlr_filters_selected_features FilterSelectedFeatures

Filter for Embedded Feature Selection

mlr_filters_univariate_cox FilterUnivariateCox

Univariate Cox Survival Filter

mlr_filters_variance FilterVariance

Variance Filter

General

Filter

Filter Base Class

flt() flts()

Syntactic Sugar for Filter Construction

mlr3filters mlr3filters-package

mlr3filters: Filter Based Feature Selection for 'mlr3'

mlr_filters

Dictionary of Filters