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.

Package details

AuthorThierry Denoeux
MaintainerThierry Denoeux <[email protected]>
LicenseGPL-3
Version1.1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("evclust")

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evclust documentation built on Jan. 8, 2020, 5:09 p.m.