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evclust
View on CRAN: Click
here
Download and install evclust package within the R console
Install from CRAN:
install.packages("evclust")
Install from Github:
library("remotes")
install_github("cran/evclust")
Install by package version:
library("remotes")
install_version("evclust", "2.0.3")
Attach the package and use:
library("evclust")
Maintained by
Thierry Denoeux
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-05-28
Latest Update: 2023-11-09
Description:
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.
How to cite:
Thierry Denoeux (2016). evclust: Evidential Clustering. R package version 2.0.3, https://cran.r-project.org/web/packages/evclust. Accessed 29 Jan. 2025.
Previous versions and publish date:
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Other R packages that evclust depends,
imports, suggests or enhances
Complete documentation for evclust
Functions, R codes and Examples using
the evclust R package
Some associated functions: EkNNclus . bananas . bootclus . bpec . butterfly . cecm . createD . createPairs . create_MLCL . create_fuzzy_credpart . create_hard_credpart . credal_RI . delta_Bel . ecm . evclust . expandlink . extractMass . fourclass . harris . kcevclus . kevclus . knn_dist . kpcca . makeF . nnevclus . nnevclus_mb . nonspecificity . normalize.credpart . pairwise_mass . pcca . plot.credpart . predict.credpart . protein . recm . s2 . summary.credpart .
Some associated R codes: Bel_dist.R . EkNNclus.R . bananas.R . bootclus.R . bpec.R . build_matrices.R . butterfly-data.R . cecm.R . createD.R . createPairs.R . createR.R . create_MLCL.R . create_fuzzy_credpart.R . create_hard_credpart.R . credal.partition.R . credal_RI.R . delta_Bel.R . ecm.R . evclust.R . expandlink.R . extractMass.R . fg.pcca.R . fourclass-data.R . functions_NN_EVCLUS.R . harris.R . jousselme_dist.R . kcevclus.R . kevclus.R . knn_dist.R . kpcca.R . makeF.R . mass_from_P_new.R . nnevclus.R . nnevclus_mb.R . nonspecificity.R . normalize.credpart.R . pairwise_mass.R . pcca.R . plot.credpart.R . predict.credpart.R . protein-data.R . recm.R . s2-data.R . setCentersECM.R . setDistances.R . simplify.labels.R . solqp.R . summary.credpart.R . Full evclust package functions and examples
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