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>. A more recent article on the 'DBCV' index: Chicco, D., Sabino, G.; Oneto, L.; Jurman, G. (August 2025), "The DBCV index is more informative than DCSI, CDbw, and VIASCKDE indices for unsupervised clustering internal assessment of concave-shaped and density-based clusters", PeerJ Computer Science 11:e3095 (pp. 1-), <doi:10.7717/peerj-cs.3095>.

Version:	1.5
Depends:	R (≥ 4.0.0)
Imports:	qpdf
Suggests:	knitr, rmarkdown
Published:	2025-08-29
Author:	Davide Chicco [cre], Pablo Andretta Jaskowiak [aut]
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
Citation:	DBCVindex citation info
CRAN checks:	DBCVindex results

Documentation:

Reference manual:	DBCVindex.html , DBCVindex.pdf
Vignettes:	DBCVindex (source, R code)

Downloads:

Package source:	DBCVindex_1.5.tar.gz
Windows binaries:	r-devel: DBCVindex_1.4.zip, r-release: DBCVindex_1.4.zip, r-oldrel: DBCVindex_1.4.zip
macOS binaries:	r-release (arm64): DBCVindex_1.4.tgz, r-oldrel (arm64): DBCVindex_1.4.tgz, r-release (x86_64): DBCVindex_1.5.tgz, r-oldrel (x86_64): DBCVindex_1.5.tgz
Old sources:	DBCVindex archive

Linking:

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