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.
| Version: | 0.2-8 |
| Depends: | R (≥ 3.0.1), MASS, Matrix |
| Enhances: | PPtree, RColorBrewer |
| Published: | 2017-08-26 |
| Author: | Wei-Chen Chen [aut, cre], Ranjan Maitra [aut], Volodymyr Melnykov [ctb] |
| Maintainer: | Wei-Chen Chen <wccsnow at gmail.com> |
| BugReports: | https://github.com/snoweye/EMCluster/issues |
| License: | Mozilla Public License 2.0 |
| URL: | https://github.com/snoweye/EMCluster |
| NeedsCompilation: | yes |
| Citation: | EMCluster citation info |
| Materials: | README ChangeLog INSTALL |
| In views: | Cluster |
| CRAN checks: | EMCluster results |
| Reference manual: | EMCluster.pdf |
| Vignettes: |
EMCluster-guide |
| Package source: | EMCluster_0.2-8.tar.gz |
| Windows binaries: | r-devel: EMCluster_0.2-8.zip, r-release: EMCluster_0.2-8.zip, r-oldrel: EMCluster_0.2-8.zip |
| OS X El Capitan binaries: | r-release: EMCluster_0.2-8.tgz |
| OS X Mavericks binaries: | r-oldrel: EMCluster_0.2-8.tgz |
| Old sources: | EMCluster archive |
| Reverse suggests: | cubfits |
| Reverse enhances: | pbdDEMO |
Please use the canonical form https://CRAN.R-project.org/package=EMCluster to link to this page.