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DBCVindex (version 1.1)

Calculates the Density-Based Clustering Validation Index (DBCV) Index

Description

A metric called 'Density-Based Clustering Validation index' (DBCV) index to evaluate clustering results, following the 'Python' implementation by Felipe Alves Siqueira. Original 'DBCV' index article: Moulavi, D., Jaskowiak, P. A., Campello, R. J., Zimek, A., & Sander, J. (2014, April). "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

1.1

License

GPL-3

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Maintainer

Davide Chicco

Last Published

December 13th, 2024

Functions in DBCVindex (1.1)

dbcv

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

Function to compute pairwise distances and ensure matrix format
remove_duplicates

Function to remove duplicate samples from the input data