Filters

Filter

Filter Base Class

FilterAUC

AUC Filter

FilterAnova

ANOVA F-Test Filter

FilterCMIM

Minimal Conditional Mutual Information Filter

FilterCarScore

Conditional Mutual Information Based Feature Selection Filter

FilterCorrelation

Correlation Filter

FilterDISR

Double Input Symmetrical Relevance Filter

FilterImportance

Filter for Embedded Feature Selection via Variable Importance

FilterInformationGain

Information Gain Filter

FilterJMI

Joint Mutual Information Filter

FilterJMIM

Minimal Joint Mutual Information Maximisation Filter

FilterKruskalTest

Kruskal-Wallis Test Filter

FilterMIM

Conditional Mutual Information Based Feature Selection Filter

FilterMRMR

Minimum redundancy maximal relevancy filter

FilterNJMIM

Minimal Normalised Joint Mutual Information Maximisation Filter

FilterPerformance

Predictive Performance Filter

FilterVariance

Variance Filter

General

flt()

Syntactic Sugar for Filter Construction

mlr3filters-package

mlr3filters: Filter Based Feature Selection for 'mlr3'

mlr_filters

Dictionary of Filters