Cluster-of-Clusters Analysis

buildMOC | Build Matrix-Of-Clusters |

chooseKusingAUC | Choose number of clusters based on AUC |

coca | Cluster-Of-Clusters Analysis |

computeAUC | Compute Area Under the Curve (AUC) |

consensusCluster | Consensus clustering |

expandMOC | Expand matrix of clusters |

fillMOC | Fill Matrix-Of-Clusters |

maximiseSilhouette | Choose K that maximises the silhouette from a set of kernel... |

plotDeltaAUC | Plot area under the curve |

plotDunn2s | Plot Dunn's alternative index |

plotDunns | Plot Dunn's index |

plotMOC | Plot Matrix-Of-Clusters |

plotSilhouette | Plot silhouette |

plotWidestGap | Plot widest gap |

stratifiedSamplingForCV | Divide data into 5 subsets using stratified sampling |

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