| AENN | All-k Edited Nearest Neighbors |
| AENN.default | All-k Edited Nearest Neighbors |
| AENN.formula | All-k Edited Nearest Neighbors |
| BBNR | Blame Based Noise Reduction |
| BBNR.default | Blame Based Noise Reduction |
| BBNR.formula | Blame Based Noise Reduction |
| C45ensembles | Classical Filters based on C4.5 |
| C45iteratedVotingFilter | Classical Filters based on C4.5 |
| C45iteratedVotingFilter.default | Classical Filters based on C4.5 |
| C45iteratedVotingFilter.formula | Classical Filters based on C4.5 |
| C45robustFilter | Classical Filters based on C4.5 |
| C45robustFilter.default | Classical Filters based on C4.5 |
| C45robustFilter.formula | Classical Filters based on C4.5 |
| C45votingFilter | Classical Filters based on C4.5 |
| C45votingFilter.default | Classical Filters based on C4.5 |
| C45votingFilter.formula | Classical Filters based on C4.5 |
| classifSF | Saturation Filters |
| classifSF.default | Saturation Filters |
| classifSF.formula | Saturation Filters |
| CNN | Condensed Nearest Neighbors |
| CNN.default | Condensed Nearest Neighbors |
| CNN.formula | Condensed Nearest Neighbors |
| consensusSF | Saturation Filters |
| consensusSF.default | Saturation Filters |
| consensusSF.formula | Saturation Filters |
| CVCF | Cross-Validated Committees Filter |
| CVCF.default | Cross-Validated Committees Filter |
| CVCF.formula | Cross-Validated Committees Filter |
| DROP | Decremental Reduction Optimization Procedures |
| DROP1 | Decremental Reduction Optimization Procedures |
| DROP1.default | Decremental Reduction Optimization Procedures |
| DROP1.formula | Decremental Reduction Optimization Procedures |
| DROP2 | Decremental Reduction Optimization Procedures |
| DROP2.default | Decremental Reduction Optimization Procedures |
| DROP2.formula | Decremental Reduction Optimization Procedures |
| DROP3 | Decremental Reduction Optimization Procedures |
| DROP3.default | Decremental Reduction Optimization Procedures |
| DROP3.formula | Decremental Reduction Optimization Procedures |
| dynamicCF | Dynamic Classification Filter |
| dynamicCF.default | Dynamic Classification Filter |
| dynamicCF.formula | Dynamic Classification Filter |
| edgeBoostFilter | Edge Boosting Filter |
| edgeBoostFilter.default | Edge Boosting Filter |
| edgeBoostFilter.formula | Edge Boosting Filter |
| EF | Ensemble Filter |
| EF.default | Ensemble Filter |
| EF.formula | Ensemble Filter |
| ENG | Editing with Neighbor Graphs |
| ENG.default | Editing with Neighbor Graphs |
| ENG.formula | Editing with Neighbor Graphs |
| ENN | Edited Nearest Neighbors |
| ENN.default | Edited Nearest Neighbors |
| ENN.formula | Edited Nearest Neighbors |
| EWF | Edge Weight Filter |
| EWF.default | Edge Weight Filter |
| EWF.formula | Edge Weight Filter |
| GE | Generalized Edition |
| GE.default | Generalized Edition |
| GE.formula | Generalized Edition |
| HARF | High Agreement Random Forest |
| HARF.default | High Agreement Random Forest |
| HARF.formula | High Agreement Random Forest |
| hybridRepairFilter | Hybrid Repair-Remove Filter |
| hybridRepairFilter.default | Hybrid Repair-Remove Filter |
| hybridRepairFilter.formula | Hybrid Repair-Remove Filter |
| INFFC | Iterative Noise Filter based on the Fusion of Classifiers |
| INFFC.default | Iterative Noise Filter based on the Fusion of Classifiers |
| INFFC.formula | Iterative Noise Filter based on the Fusion of Classifiers |
| IPF | Iterative Partitioning Filter |
| IPF.default | Iterative Partitioning Filter |
| IPF.formula | Iterative Partitioning Filter |
| ModeFilter | Mode Filter |
| ModeFilter.default | Mode Filter |
| ModeFilter.formula | Mode Filter |
| ORBoostFilter | Outlier Removal Boosting Filter |
| ORBoostFilter.default | Outlier Removal Boosting Filter |
| ORBoostFilter.formula | Outlier Removal Boosting Filter |
| PF | Partitioning Filter |
| PF.default | Partitioning Filter |
| PF.formula | Partitioning Filter |
| PRISM | PReprocessing Instances that Should be Misclassified |
| PRISM.default | PReprocessing Instances that Should be Misclassified |
| PRISM.formula | PReprocessing Instances that Should be Misclassified |
| RNN | Reduced Nearest Neighbors |
| RNN.default | Reduced Nearest Neighbors |
| RNN.formula | Reduced Nearest Neighbors |
| saturationFilter | Saturation Filters |
| saturationFilter.default | Saturation Filters |
| saturationFilter.formula | Saturation Filters |
| summary.filter | Summary method for class filter |
| TomekLinks | TomekLinks |
| TomekLinks.default | TomekLinks |
| TomekLinks.formula | TomekLinks |