Filter Based Feature Selection for 'mlr3'
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Documentation for package ‘mlr3filters’ version 0.8.1
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| 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 |