Variables Clustering


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Documentation for package ‘varclust’ version 0.9.4

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varclust-package Variable Clustering with Multiple Latent Components Clustering algorithm
data.simulation Simulates subspace clustering data
data.simulation.factors Simulates subspace clustering data with shared factors
integration Computes integration and acontamination of the clustering
misclassification Computes misclassification rate
mlcc.bic Multiple Latent Components Clustering - Subspace clustering with automatic estimation of number of clusters and their dimension
mlcc.kmeans Multiple Latent Components Clustering - kmeans algorithm
mlcc.reps Multiple Latent Components Clustering - Subspace clustering assuming that the number of clusters is known
show.clusters Print clusters obtained from MLCC
varclust Variable Clustering with Multiple Latent Components Clustering algorithm