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.


Reference manual

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1.0.3 by Thierry Denoeux, 7 months ago

Browse source code at https://github.com/cran/evclust

Authors: Thierry Denoeux

Documentation:   PDF Manual  

Task views: Cluster Analysis & Finite Mixture Models

GPL-3 license

Imports FNN, R.utils, limSolve, Matrix

Suggests knitr, rmarkdown

See at CRAN