Wrapper Algorithm for All Relevant Feature Selection
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Documentation for package ‘Boruta’ version 8.0.0
Help Pages
| attStats | Extract attribute statistics |
| Boruta | Feature selection with the Boruta algorithm |
| Boruta.default | Feature selection with the Boruta algorithm |
| Boruta.formula | Feature selection with the Boruta algorithm |
| conditionalTransdapter | Conditional transdapter |
| decohereTransdapter | Decohere transdapter |
| getConfirmedFormula | Export Boruta result as a formula |
| getImpExtra | ranger Extra-trees importance adapters |
| getImpExtraGini | ranger Extra-trees importance adapters |
| getImpExtraRaw | ranger Extra-trees importance adapters |
| getImpExtraZ | ranger Extra-trees importance adapters |
| 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 |
| getImpXgboost | Xgboost importance |
| getLegacyImpRfRaw | randomForest importance adapters |
| getNonRejectedFormula | Export Boruta result as a formula |
| getSelectedAttributes | Extract names of the selected attributes |
| imputeTransdapter | Impute transdapter |
| plot.Boruta | Plot Boruta object |
| plotImpHistory | Plot Boruta object as importance history |
| print.Boruta | Print Boruta object |
| srx | Small redundant XOR data |
| TentativeRoughFix | Rough fix of Tentative attributes |