EMCluster: EM Algorithm for Model-Based Clustering of Finite Mixture Gaussian Distribution

EM algorithms and several efficient initialization methods for model-based clustering of finite mixture Gaussian distribution with unstructured dispersion in both of unsupervised and semi-supervised learning.

Package details

AuthorWei-Chen Chen [aut, cre], Ranjan Maitra [aut], Volodymyr Melnykov [ctb], Dan Nettleton [ctb], David Faden [ctb], Rouben Rostamian [ctb], R Core team [ctb] (some functions are modified from the R source code)
MaintainerWei-Chen Chen <wccsnow@gmail.com>
LicenseMozilla Public License 2.0
Version0.2-16
URL https://github.com/snoweye/EMCluster
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("EMCluster")

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EMCluster documentation built on Sept. 11, 2024, 5:27 p.m.