# Evidential Clustering

## 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