Wrapper Algorithm for All-Relevant Feature Selection

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Documentation for package ‘Boruta’ version 4.0.0

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
getImpRf randomForest importance adapters
getImpRfGini randomForest importance adapters
getImpRfRaw randomForest importance adapters
getImpRfZ 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