evclust: Evidential Clustering

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.