DBCVindex: Calculates the Density-Based Clustering Validation (DBCV) Index
A metric called 'Density-Based Clustering Validation index' (DBCV) index to evaluate clustering results, following the <https://github.com/pajaskowiak/clusterConfusion/blob/main/R/dbcv.R> 'R' implementation by Pablo Andretta Jaskowiak. Original 'DBCV' index article: Moulavi, D., Jaskowiak, P. A., Campello, R. J., Zimek, A., and Sander, J. (April 2014), "Density-based clustering validation", Proceedings of SDM 2014 – the 2014 SIAM International Conference on Data Mining (pp. 839-847), <doi:10.1137/1.9781611973440.96>.
| Version: | 1.3 |
| Depends: | R (≥ 4.0.0) |
| Imports: | qpdf |
| Suggests: | knitr, rmarkdown |
| Published: | 2025-02-13 |
| DOI: | 10.32614/CRAN.package.DBCVindex |
| Author: | Davide Chicco 
[aut, cre] |
| Maintainer: | Davide Chicco <davidechicco at davidechicco.it> |
| BugReports: | https://github.com/davidechicco/DBCVindex/issues |
| License: | GPL-3 |
| URL: | https://github.com/davidechicco/DBCVindex |
| NeedsCompilation: | no |
| CRAN checks: | DBCVindex results |
Documentation:
| Reference manual: | DBCVindex.pdf |
| Vignettes: |
DBCVindex (source, R code) |
Downloads:
| Package source: | DBCVindex_1.3.tar.gz |
| Windows binaries: | r-devel: DBCVindex_1.3.zip, r-release: DBCVindex_1.3.zip, r-oldrel: DBCVindex_1.3.zip |
| macOS binaries: | r-devel (arm64): DBCVindex_1.3.tgz, r-release (arm64): DBCVindex_1.3.tgz, r-oldrel (arm64): DBCVindex_1.3.tgz, r-devel (x86_64): DBCVindex_1.3.tgz, r-release (x86_64): DBCVindex_1.3.tgz, r-oldrel (x86_64): DBCVindex_1.3.tgz |
| Old sources: | DBCVindex archive |
Linking:
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