EMCluster provides 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: | 0.2-4 |
| Depends: | R (≥ 2.14.0), MASS |
| Published: | 2013-12-14 |
| Author: | Wei-Chen Chen [aut, cre], Ranjan Maitra [aut], Volodymyr Melnykov [aut] |
| Maintainer: | Wei-Chen Chen <wccsnow at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | http://maitra.public.iastate.edu/ |
| NeedsCompilation: | yes |
| Citation: | EMCluster citation info |
| Materials: | ChangeLogINSTALL |
| In views: | Cluster |
| CRAN checks: | EMCluster results |
| Reference manual: | EMCluster.pdf |
| Vignettes: |
EMCluster-guide |
| Package source: | EMCluster_0.2-4.tar.gz |
| Windows binaries: | r-devel: EMCluster_0.2-4.zip, r-release: EMCluster_0.2-4.zip, r-oldrel: EMCluster_0.2-4.zip |
| OS X Snow Leopard binaries: | r-release: EMCluster_0.2-4.tgz, r-oldrel: EMCluster_0.2-4.tgz |
| OS X Mavericks binaries: | r-release: EMCluster_0.2-4.tgz |
| Old sources: | EMCluster archive |
| Reverse suggests: | cubfits |
| Reverse enhances: | pbdDEMO |