Evaluation of Clustering Algorithms

adjusted_rand | Computes the adjusted Rand similarity index of two... |

boot_omit | Creates a list of indices for a stratified nonparametric... |

cluster_similarity | Computes the similarity between two clusterings of the same... |

clusteval | Evaluation of Clustering Algorithms |

clustomit | ClustOmit - Cluster Stability Evaluation via Cluster Omission |

comembership | Calculates the comemberships of all pairs of a vector of... |

comembership_table | Calculates the 2x2 contingency table of agreements and... |

dice | Computes the Dice similarity index of two clusterings of the... |

figure_of_merit | Figure of Merit Method for Estimating the Predictive Power of... |

fowlkes_mallows | Computes the Fowlkes-Mallows similarity index of two... |

intraclass_cov | Constructs an intraclass covariance matrix. |

jaccard | Computes the Jaccard similarity coefficient of two... |

phi | Computes the Phi coefficient of two clusterings of the same... |

rand | Computes the Rand similarity index of two clusterings of the... |

random_clustering | Randomly cluster a data set into K clusters. |

rogers_tanimoto | Computes the Rogers-Tanimoto similarity of two clusterings of... |

russel_rao | Computes the Russel-Rao similarity of two clusterings of the... |

sample_vector | Wrapper function to sample from a vector without any... |

sim_data | Wrapper function to generate data from a variety of... |

similarity_methods | Brief description of all similarity functions in the... |

sim_normal | Generates random variates from multivariate normal... |

sim_student | Generates random variates from multivariate Student's t... |

sim_unif | Generates random variates from multivariate uniform... |

sokal_sneath | Computes the Sokal-Sneath similarity of two clusterings of... |

variation_information | Computes the Variation of Information distance between two... |

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