Tools for Cluster Analysis

compare.adjrand | (+) Adjusted Rand Index |

compare.rand | (+) Rand Index |

dpmeans | DP-Means Clustering |

EKSS | Ensembles of K-Subspaces |

funhclust | Functional Hierarchical Clustering |

funkmeans03A | Functional K-Means Clustering by Abraham et al. (2003) |

gen3S | Generate from Three 5-dimensional Subspaces in... |

genDONUTS | Generate Nested Donuts |

genLP | Generate Line and Plane Example with Fixed Number of... |

genSMILEY | Generate SMILEY Data |

gmm | Finite Gaussian Mixture Model |

gmm03F | Ensemble of Gaussian Mixtures with Random Projection |

gmm11R | Regularized GMM by Ruan et al. (2011) |

gmm16G | Weighted GMM by Gebru et al. (2016) |

gskmeans | Geodesic Spherical K-Means |

household | Load 'household' data |

kmeans | K-Means Clustering |

kmeans18B | K-Means Clustering with Lightweight Coreset |

kmeanspp | K-Means++ Clustering |

LRR | Low-Rank Representation |

LRSC | Low-Rank Subspace Clustering |

LSR | Least Squares Regression |

MSM | Bayesian Mixture of Subspaces of Different Dimensions |

pcm | Compute Pairwise Co-occurrence Matrix |

predict.MSM | S3 method to predict class label of new data with 'MSM'... |

psm | Compute Posterior Similarity Matrix |

sc05Z | Spectral Clustering by Zelnik-Manor and Perona (2005) |

sc09G | Spectral Clustering by Gu and Wang (2009) |

sc10Z | Spectral Clustering by Zhang et al. (2010) |

sc11Y | Spectral Clustering by Yang et al. (2011) |

sc12L | Spectral Clustering by Li and Guo (2012) |

scNJW | Spectral Clustering by Ng, Jordan, and Weiss (2002) |

scSM | Spectral Clustering by Shi and Malik (2000) |

scUL | Spectral Clustering with Unnormalized Laplacian |

spkmeans | Spherical K-Means Clustering |

SSC | Sparse Subspace Clustering |

SSQP | Subspace Segmentation via Quadratic Programming |

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