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DBCVindex (version 1.4)

Calculates the Density-Based Clustering Validation (DBCV) Index

Description

A metric called 'Density-Based Clustering Validation index' (DBCV) index to evaluate clustering results, following the '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), .

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install.packages('DBCVindex')

Monthly Downloads

139

Version

1.4

License

GPL-3

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Maintainer

Davide Chicco

Last Published

February 19th, 2025

Functions in DBCVindex (1.4)

MST_Edges

Function that finds the list of MST edges
dbcv_index

Function that calculates the Density-Based Clustering Validation index (DBCV) of clustering results
matrix_mutual_reachability_distance

Function that calculates the mutual reachability distance within a matrix