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DBCVindex  

Calculates the Density-Based Clustering Validation (DBCV) Index
View on CRAN: Click here


Download and install DBCVindex package within the R console
Install from CRAN:
install.packages("DBCVindex")

Install from Github:
library("remotes")
install_github("cran/DBCVindex")

Install by package version:
library("remotes")
install_version("DBCVindex", "1.3")



Attach the package and use:
library("DBCVindex")
Maintained by
Davide Chicco
[Scholar Profile | Author Map]
First Published: 2024-12-13
Latest Update: 2024-12-13
Description:
A metric called 'Density-Based Clustering Validation index' (DBCV) index to evaluate clustering results, following the <https://github.com/FelSiq/DBCV> '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), <doi:10.1137/1.9781611973440.96>.
How to cite:
Davide Chicco (2024). DBCVindex: Calculates the Density-Based Clustering Validation (DBCV) Index. R package version 1.3, https://cran.r-project.org/web/packages/DBCVindex. Accessed 21 Feb. 2025.
Previous versions and publish date:
1.1 (2024-12-13 10:30), 1.3 (2025-02-13 14:22)
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Complete documentation for DBCVindex
Functions, R codes and Examples using the DBCVindex R package
Full DBCVindex package functions and examples
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