Evidential Clustering

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Documentation for package ‘evclust’ version 2.0.3

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

evclust-package	evclust: A package for evidential clustering
bananas	Generation of "bananas" datasets
bootclus	Generating a credal partition by bootstraping Gaussian Mixture Models
bpec	Belief Peak Evidential Clustering (BPEC)
butterfly	Butterfly dataset
cecm	Constrained Evidential c-means algorithm
createD	Computation of a Euclidean distance matrix
createPairs	Finding overlapping pairs of clusters
create_fuzzy_credpart	Creation of a "credpart" object from a from a fuzzy or possibilistic partition matrix
create_hard_credpart	Creation of a "credpart" object from a vector of class labels
create_MLCL	Random generation of Must-Link and Cannot-Link constraints
credal_RI	Credal Rand indices
delta_Bel	Delta-Bel graph for Belief Peak Evidential Clustering (BPEC)
ecm	Evidential c-means algorithm
EkNNclus	EkNNclus algorithm
evclust	evclust: A package for evidential clustering
expandlink	Expansion of must-link and cannot-link constraints
extractMass	Creates an object of class "credpart"
fourclass	Synthetic four-class dataset
harris	Harris gradient-based optimization algorithm
kcevclus	k-CEVCLUS algorithm
kevclus	k-EVCLUS algorithm
knn_dist	K nearest neighbors in a dissimilarity matrix
kpcca	Kernel Pairwise Constrained Component Analysis (KPCCA)
makeF	Creation of a matrix of focal sets
nnevclus	NN-EVCLUS algorithm
nnevclus_mb	NN-EVCLUS algorithm (minibatch version)
nonspecificity	Nonspecificity of the relational representation of a credal partition
normalize.credpart	Normalization of a credal partition
pairwise_mass	Computes the relational representation
pcca	Pairwise Constrained Component Analysis (PCCA)
plot.credpart	Plotting a credal partition
predict.credpart	Computation of a credal partition for new data
protein	Protein dataset
recm	Relational Evidential c-means algorithm
s2	S2 dataset
summary.credpart	Summary of a credal partition