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 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 El Capitan binaries: r-release: evclust_1.0.3.tgz
OS X Mavericks binaries: r-oldrel: evclust_1.0.3.tgz
Old sources: evclust archive


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