Various clustering algorithms that produce a credal partition, i.e., a set of Dempster-Shafer mass functions representing the membership of objects to clusters. The mass functions quantify the cluster-membership uncertainty of the objects. The algorithms are: Evidential c-Means (ECM), Relational Evidential c-Means (RECM), Constrained Evidential c-Means (CECM), EVCLUS and EK-NNclus.
| Version: | 1.0.3 |
| Depends: | R (≥ 3.1.0) |
| Imports: | FNN, R.utils, limSolve, Matrix |
| Suggests: | knitr, rmarkdown |
| Published: | 2016-09-04 |
| Author: | Thierry Denoeux |
| Maintainer: | Thierry Denoeux <tdenoeux at utc.fr> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| In views: | Cluster |
| CRAN checks: | evclust results |
| Reference manual: | evclust.pdf |
| Vignettes: |
Introduction to the evclust package |
| Package source: | evclust_1.0.3.tar.gz |
| Windows binaries: | r-devel: evclust_1.0.3.zip, r-release: evclust_1.0.3.zip, r-oldrel: evclust_1.0.3.zip |
| OS X binaries: | r-release: evclust_1.0.3.tgz, r-oldrel: evclust_1.0.3.tgz |
| Old sources: | evclust archive |
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