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, EK-NNclus and bootclus.
| Version: | 1.1.0 |
| Depends: | R (≥ 3.6.0) |
| Imports: | FNN, R.utils, limSolve, Matrix, mclust, quadprog, plyr |
| Suggests: | knitr, rmarkdown |
| Published: | 2020-01-08 |
| Author: | Thierry Denoeux |
| Maintainer: | Thierry Denoeux <tdenoeux at utc.fr> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Materials: | NEWS |
| In views: | Cluster |
| CRAN checks: | evclust results |
| Reference manual: | evclust.pdf |
| Vignettes: |
Introduction to the evclust package |
| Package source: | evclust_1.1.0.tar.gz |
| Windows binaries: | r-devel: evclust_1.1.0.zip, r-release: evclust_1.1.0.zip, r-oldrel: evclust_1.1.0.zip |
| macOS binaries: | r-release: evclust_1.1.0.tgz, r-oldrel: evclust_1.1.0.tgz |
| Old sources: | evclust archive |
Please use the canonical form https://CRAN.R-project.org/package=evclust to link to this page.