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: |
0.2-17 |
| Depends: |
R (≥ 4.0.0), MASS, Matrix, methods |
| Enhances: |
RColorBrewer |
| Published: |
2025-01-09 |
| DOI: |
10.32614/CRAN.package.EMCluster |
| Author: |
Wei-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) |
| 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 [issues need fixing before 2026-08-02] |