Evidential Clustering
Overview
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.
- Minor change in function "solqp" to account for a change in the behavior of function "rbind" in package Matrix.
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- Help pages
- 36includes a package overview page
- Examples that run
- 49%17 run in a plain check · 18 never run
- Exported functions with examples
- 100%
- Documented parameters
- 97%
- Return-value docs
- 100%
- Help pages citing references
- 89%
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- RR 4.6.0 released · 2026-04-24
- archivedRemoved from CRAN2025-06-02requires archived package 'limSolve'
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- 2.0.32023-11-09 · diff ↗
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- 2.0.22021-05-28 · diff ↗
- RR 4.1.0 released · 2021-05-18
- 2.0.12021-05-10 · diff ↗
- 2.0.02021-03-05 · diff ↗ ·
added 16 exports
bananas, bpec, create_fuzzy_credpart, create_hard_credpart, credal_RI, delta_Bel, expandlink, harris, kcevclus, kpcca, nnevclus, nnevclus_mb, nonspecificity, normalize.credpart, pairwise_mass, pcca - RR 4.0.0 released · 2020-04-24
- 1.1.0
- RR 3.6.0 released · 2019-04-26
- RR 3.5.0 released · 2018-04-23
- RR 3.4.0 released · 2017-04-21
Package metadata
- First published
- 2016-05-28
- Total releases
- 8 / 10 yrs
- License
- GPL-3 OSI
- Minimum R
- ≥ 3.6.0
- Bundled data
- 137 KB / 4 files
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