Distance & Density-Based Outlier Detection

COF | Connectivity-based Outlier Factor (COF) algorithm |

DB | Distance-based outlier detection based on user-given... |

INFLO | Influenced Outlierness (INFLO) algorithm |

KDEOS | Kernel Density Estimation Outlier Score (KDEOS) algorithm... |

KNN_AGG | Aggregated k-nearest neighbors distance over different k's |

KNN_IN | In-degree for observations in a k-nearest neighbors graph |

KNN_SUM | Sum of distance to k-nearest neighbors |

LDF | Local Density Factor (LDF) algorithm with gaussian kernel |

LDOF | Local Distance-based Outlier Factor (LDOF) algorithm |

LOCI | Local Correlation Integral (LOCI) algorithm with constant... |

LOF | Local Outlier Factor (LOF) algorithm |

LOOP | Local Outlier Probability (LOOP) algorithm |

NAN | Natural Neighbor (NAN) algorithm to return the self-adaptive... |

NOF | Natural Outlier Factor (NOF) algorithm |

RDOS | Relative Density-based Outlier Factor (RDOS) algorithm with... |

RKOF | Robust Kernel-based Outlier Factor (RKOF) algorithm with... |

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