clusterSim
Searching for Optimal Clustering Procedure for a Data Set
Distance measures (GDM1, GDM2, Sokal-Michener, Bray-Curtis, for symbolic interval-valued data), cluster quality indices (Calinski-Harabasz, Baker-Hubert, Hubert-Levine, Silhouette, Krzanowski-Lai, Hartigan, Gap, Davies-Bouldin), data normalization formulas (metric data, interval-valued symbolic data), data generation (typical and non-typical data), HINoV method, replication analysis, linear ordering methods, spectral clustering, agreement indices between two partitions, plot functions (for categorical and symbolic interval-valued data). (doi:10.1007/BF02294245, doi:10.1007/BF01908075, doi:10.1080/01621459.1971.10482356, doi:10.1007/978-3-642-57280-7_11, doi:10.1007/BF01897163, doi:10.1007/978-3-642-55721-7_12, doi:10.1109/TPAMI.1979.4766909, doi:10.1080/03610927408827101, doi:10.1080/01621459.1974.10480191, doi:10.1111/1467-9868.00293, doi:10.1207/S15327906MBR3502_5, doi:10.1007/978-3-540-78246-9_11)
- Version0.51-5
- R version≥ 3.5.0
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?Yes
- clusterSim citation info
- Last release09/14/2024
Documentation
Team
Andrzej Dudek
Marek Walesiak
Insights
Last 30 days
This package has been downloaded 3,931 times in the last 30 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 102 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 49,818 times in the last 365 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The day with the most downloads was Jun 13, 2024 with 802 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
Binaries
Dependencies
- Depends2 packages
- Imports2 packages
- Suggests2 packages
- Reverse Depends2 packages
- Reverse Imports7 packages
- Reverse Suggests3 packages