R: Filter Based Feature Selection for 'mlr3'

# Filter Based Feature Selection for 'mlr3'

## Documentation for package ‘mlr3filters’ version 0.9.1

- DESCRIPTION file.
- Package NEWS.

## Help Pages

mlr3filters-package | mlr3filters: Filter Based Feature Selection for 'mlr3'
Filter | Filter Base Class
FilterAnova | ANOVA F-Test Filter
FilterAUC | AUC Filter
FilterBoruta | Burota Filter
FilterCarScore | Correlation-Adjusted Marignal Correlation Score Filter
FilterCarSurvScore | Correlation-Adjusted Survival Score Filter
FilterCMIM | Minimal Conditional Mutual Information Maximization Filter
FilterCorrelation | Correlation Filter
FilterDISR | Double Input Symmetrical Relevance Filter
FilterFindCorrelation | Correlation Filter
FilterImportance | Filter for Embedded Feature Selection via Variable Importance
FilterInformationGain | Information Gain Filter
FilterJMI | Joint Mutual Information Filter
FilterJMIM | Minimal Joint Mutual Information Maximization Filter
FilterKruskalTest | Kruskal-Wallis Test Filter
FilterMIM | Mutual Information Maximization Filter
FilterMRMR | Minimum Redundancy Maximal Relevancy Filter
FilterNJMIM | Minimal Normalised Joint Mutual Information Maximization Filter
FilterPerformance | Predictive Performance Filter
FilterPermutation | Permutation Score Filter
FilterRelief | RELIEF Filter
FilterSelectedFeatures | Filter for Embedded Feature Selection
FilterUnivariateCox | Univariate Cox Survival Filter
FilterVariance | Variance Filter
flt | Syntactic Sugar for Filter Construction
flts | Syntactic Sugar for Filter Construction
mlr3filters | mlr3filters: Filter Based Feature Selection for 'mlr3'
mlr_filters | Dictionary of Filters
mlr_filters_anova | ANOVA F-Test Filter
mlr_filters_auc | AUC Filter
mlr_filters_boruta | Burota Filter
mlr_filters_carscore | Correlation-Adjusted Marignal Correlation Score Filter
mlr_filters_carsurvscore | Correlation-Adjusted Survival Score Filter
mlr_filters_cmim | Minimal Conditional Mutual Information Maximization Filter
mlr_filters_correlation | Correlation Filter
mlr_filters_disr | Double Input Symmetrical Relevance Filter
mlr_filters_find_correlation | Correlation Filter
mlr_filters_importance | Filter for Embedded Feature Selection via Variable Importance
mlr_filters_information_gain | Information Gain Filter
mlr_filters_jmi | Joint Mutual Information Filter
mlr_filters_jmim | Minimal Joint Mutual Information Maximization Filter
mlr_filters_kruskal_test | Kruskal-Wallis Test Filter
mlr_filters_mim | Mutual Information Maximization Filter
mlr_filters_mrmr | Minimum Redundancy Maximal Relevancy Filter
mlr_filters_njmim | Minimal Normalised Joint Mutual Information Maximization Filter
mlr_filters_performance | Predictive Performance Filter
mlr_filters_permutation | Permutation Score Filter
mlr_filters_relief | RELIEF Filter
mlr_filters_selected_features | Filter for Embedded Feature Selection
mlr_filters_univariate_cox | Univariate Cox Survival Filter
mlr_filters_variance | Variance Filter