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MixCluster performs the cluster analysis of mixed-type data by using a mixture model of Gaussian copulas. Thus, the intra-class dependencies are modelized and the one-dimensional margins of the components follow classical distributions.

Tags: Bayesian, Clustering, Estimation, Gibbs sampling, Machine Learning, Machine learning, Mixture, Multivariate Analysis, PCA, Visualisation, Visualization, clustering, copula, data mining, density estimation, mixed model, mixture, mixture model, mixture modelling, model estimation

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Registered: 2014-08-11 14:03
Activity Ranking: 0
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