clusteval-package |
Evaluation of Clustering Algorithms |

boot_stratified_omit |
Creates a list of indices for a stratified nonparametric bootstrap. |

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

clusteval |
Evaluation of Clustering Algorithms |

clustomit |
ClustOmit - Cluster Stability Evaluation via Cluster Omission |

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

comembership_table |
Calculates the 2x2 contingency table of agreements and disagreements of comemberships from two vectors of clustering labels. |

intraclass_cov |
Construct an intraclass covariance matrix. |

jaccard_indep |
Computes the Jaccard similarity coefficient of two clusterings of the same data set under the assumption that the two clusterings are independent. |

package-clusteval |
Evaluation of Clustering Algorithms |

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

rand_indep |
Computes the Rand similarity index of two clusterings of the same data set under the assumption that the two clusterings are independent. |

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

sim_normal |
Generates random variates from multivariate normal populations with intraclass covariance matrices. |

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

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