Man pages for evclust
Evidential Clustering
| bananas | Generation of "bananas" datasets |
| bootclus | Generating a credal partition by bootstraping Gaussian... |
| bpec | Belief Peak Evidential Clustering (BPEC) |
| butterfly | Butterfly dataset |
| cecm | Constrained Evidential c-means algorithm |
| createD | Computation of a Euclidean distance matrix |
| create_fuzzy_credpart | Creation of a "credpart" object from a from a fuzzy or... |
| 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 |
| createPairs | Finding overlapping pairs of clusters |
| 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... |
| 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 |
