Package: evclust 2.0.3
Thierry Denoeux
evclust: 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, Relational Evidential c-Means, Constrained Evidential c-Means, Evidential Clustering, Constrained Evidential Clustering, Evidential K-nearest-neighbor-based Clustering, Bootstrap Model-Based Evidential Clustering, Belief Peak Evidential Clustering, Neural-Network-based Evidential Clustering.
Authors:
evclust_2.0.3.tar.gz
evclust_2.0.3.tar.gz(r-4.5-noble)evclust_2.0.3.tar.gz(r-4.4-noble)
evclust_2.0.3.tgz(r-4.4-emscripten)evclust_2.0.3.tgz(r-4.3-emscripten)
evclust.pdf |evclust.html✨
evclust/json (API)
NEWS
| # Install 'evclust' in R: |
| install.packages('evclust', repos = 'https://cloud.r-project.org') |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 1 years agofrom:db11b91c67. Checks:3 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Apr 02 2025 |
| R-4.5-linux | OK | Apr 02 2025 |
| R-4.4-linux | OK | Apr 02 2025 |
Exports:bananasbootclusbpeccecmcreate_fuzzy_credpartcreate_hard_credpartcreate_MLCLcreateDcreatePairscredal_RIdelta_BelecmEkNNclusexpandlinkextractMassharriskcevcluskevclusknn_distkpccamakeFnnevclusnnevclus_mbnonspecificitynormalize.credpartpairwise_masspccarecm
Dependencies:FNNlatticelimSolvelpSolveMASSMatrixmclustplyrquadprogR.methodsS3R.ooR.utilsRcpp
Citation
To cite package ‘evclust’ in publications use:
Denoeux T (2023). evclust: Evidential Clustering. R package version 2.0.3, https://CRAN.R-project.org/package=evclust.
ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.
Corresponding BibTeX entry:
@Manual{,
title = {evclust: Evidential Clustering},
author = {Thierry Denoeux},
year = {2023},
note = {R package version 2.0.3},
url = {https://CRAN.R-project.org/package=evclust},
}