Package: DBCVindex 1.1
Davide Chicco
DBCVindex: Calculates the Density-Based Clustering Validation Index (DBCV) Index
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>.
Authors:
DBCVindex_1.1.tar.gz
DBCVindex_1.1.zip(r-4.5)DBCVindex_1.1.zip(r-4.4)DBCVindex_1.1.zip(r-4.3)
DBCVindex_1.1.tgz(r-4.4-any)DBCVindex_1.1.tgz(r-4.3-any)
DBCVindex_1.1.tar.gz(r-4.5-noble)DBCVindex_1.1.tar.gz(r-4.4-noble)
DBCVindex_1.1.tgz(r-4.4-emscripten)DBCVindex_1.1.tgz(r-4.3-emscripten)
DBCVindex.pdf |DBCVindex.html✨
DBCVindex/json (API)
| # Install 'DBCVindex' in R: |
| install.packages('DBCVindex', repos = c('https://cranhaven.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/davidechicco/dbcvindex/issues
Last updated 22 days agofrom:6e3c9b1f59 (on package/DBCVindex). Checks:7 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 09 2025 |
| R-4.5-win | OK | Jan 09 2025 |
| R-4.5-linux | OK | Jan 09 2025 |
| R-4.4-win | OK | Jan 09 2025 |
| R-4.4-mac | OK | Jan 09 2025 |
| R-4.3-win | OK | Jan 09 2025 |
| R-4.3-mac | OK | Jan 09 2025 |
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Function to compute pairwise distances and ensure matrix format | compute_pair_to_pair_dists |
| Function that calculates the Density-Based Clustering Validation index (DBCV) of clustering results | dbcv |
| Function to remove duplicate samples from the input data | remove_duplicates |