clusterSim

Searching for Optimal Clustering Procedure for a Data Set

CRAN Package

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)


Documentation


Team


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.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
156 downloadsFeb 13, 2025
125 downloadsFeb 14, 2025
123 downloadsFeb 15, 2025
46 downloadsFeb 16, 2025
162 downloadsFeb 17, 2025
180 downloadsFeb 18, 2025
172 downloadsFeb 19, 2025
232 downloadsFeb 20, 2025
87 downloadsFeb 21, 2025
71 downloadsFeb 22, 2025
74 downloadsFeb 23, 2025
112 downloadsFeb 24, 2025
130 downloadsFeb 25, 2025
158 downloadsFeb 26, 2025
154 downloadsFeb 27, 2025
120 downloadsFeb 28, 2025
58 downloadsMar 1, 2025
68 downloadsMar 2, 2025
153 downloadsMar 3, 2025
152 downloadsMar 4, 2025
176 downloadsMar 5, 2025
158 downloadsMar 6, 2025
138 downloadsMar 7, 2025
77 downloadsMar 8, 2025
82 downloadsMar 9, 2025
202 downloadsMar 10, 2025
202 downloadsMar 11, 2025
130 downloadsMar 12, 2025
131 downloadsMar 13, 2025
102 downloadsMar 14, 2025
0 downloadsMar 15, 2025
46
232

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