Wrapper Algorithm for All-Relevant Feature Selection


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Documentation for package ‘Boruta’ version 5.0.0

Help Pages

attStats Extract attribute statistics
Boruta Important attribute search using Boruta algorithm
Boruta.default Important attribute search using Boruta algorithm
Boruta.formula Important attribute search using Boruta algorithm
getImpFerns Random Ferns importance
getImpLegacyRf randomForest importance adapters
getImpLegacyRfGini randomForest importance adapters
getImpLegacyRfRaw randomForest importance adapters
getImpLegacyRfZ randomForest importance adapters
getImpRf ranger Random Forest importance adapters
getImpRfGini ranger Random Forest importance adapters
getImpRfRaw ranger Random Forest importance adapters
getImpRfZ ranger Random Forest importance adapters
getLegacyImpRfRaw randomForest importance adapters
getSelectedAttributes Extract names of the selected attributes
plot.Boruta Plot Boruta object
plotImpHistory Plot Boruta object as importance history
print.Boruta Print Boruta object
TentativeRoughFix Rough fix of Tentative attributes