Evidential Clustering


[Up] [Top]

Documentation for package ‘evclust’ version 1.1.0

Help Pages

bootclus Generating a credal partition by bootstraping Gaussian Mixture Models
butterfly Butterfly dataset
cecm Constrained Evidential c-means algorithm
createD Computation of a Euclidean distance matrix
createPairs Finding overlapping pairs of clusters
create_MLCL Random generation of Must-Link and Cannot-Link constraints
ecm Evidential c-means algorithm
EkNNclus EkNNclus algorithm
evclust evclust: A package for evidential clustering
extractMass Creates an object of class "credalPart"
fourclass Synthetic four-class dataset
kevclus k-EVCLUS algorithm
knn_dist K nearest neighbors in a dissimilarity matrix
makeF Creation of a matrix of focal sets
plot.credpart Plotting a credal partition
protein Protein dataset
recm Relational Evidential c-means algorithm
s2 S2 dataset
summary.credpart Summary of a credal partition