Label Noise Filters for Data Preprocessing in Classification

AENN | All-k Edited Nearest Neighbors |

BBNR | Blame Based Noise Reduction |

C45ensembles | Classical Filters based on C4.5 |

CNN | Condensed Nearest Neighbors |

CVCF | Cross-Validated Committees Filter |

DROP | Decremental Reduction Optimization Procedures |

dynamicCF | Dynamic Classification Filter |

edgeBoostFilter | Edge Boosting Filter |

EF | Ensemble Filter |

ENG | Editing with Neighbor Graphs |

ENN | Edited Nearest Neighbors |

EWF | Edge Weight Filter |

GE | Generalized Edition |

HARF | High Agreement Random Forest |

hybridRepairFilter | Hybrid Repair-Remove Filter |

INFFC | Iterative Noise Filter based on the Fusion of Classifiers |

IPF | Iterative Partitioning Filter |

ModeFilter | Mode Filter |

ORBoostFilter | Outlier Removal Boosting Filter |

PF | Partitioning Filter |

PRISM | PReprocessing Instances that Should be Misclassified |

RNN | Reduced Nearest Neighbors |

saturationFilter | Saturation Filters |

summary.filter | Summary method for class filter |

TomekLinks | TomekLinks |

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