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.

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  1. Masson, Marie-Hélène; Denœux, T.: ECM: An evidential version of the fuzzy $c$-means algorithm (2008)