Package: DBCVindex 1.4
Davide Chicco
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>.
Authors:
DBCVindex_1.4.tar.gz
DBCVindex_1.4.tar.gz(r-4.5-noble)DBCVindex_1.4.tar.gz(r-4.4-noble)
DBCVindex_1.4.tgz(r-4.4-emscripten)DBCVindex_1.4.tgz(r-4.3-emscripten)
DBCVindex.pdf |DBCVindex.html✨
DBCVindex/json (API)
| # Install 'DBCVindex' in R: |
| install.packages('DBCVindex', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/davidechicco/dbcvindex/issues
Last updated 17 days agofrom:22b723cca7. Checks:2 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 20 2025 |
| R-4.5-linux | OK | Feb 20 2025 |
Exports:dbcv_indexmatrix_mutual_reachability_distanceMST_Edges
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Function that calculates the Density-Based Clustering Validation index (DBCV) of clustering results | dbcv_index |
| Function that calculates the mutual reachability distance within a matrix | matrix_mutual_reachability_distance |
| Function that finds the list of MST edges | MST_Edges |