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 4,308 times in the last 30 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 138 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 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
163 downloadsMar 15, 2025
80 downloadsMar 16, 2025
113 downloadsMar 17, 2025
275 downloadsMar 18, 2025
211 downloadsMar 19, 2025
159 downloadsMar 20, 2025
174 downloadsMar 21, 2025
94 downloadsMar 22, 2025
59 downloadsMar 23, 2025
169 downloadsMar 24, 2025
184 downloadsMar 25, 2025
140 downloadsMar 26, 2025
132 downloadsMar 27, 2025
214 downloadsMar 28, 2025
79 downloadsMar 29, 2025
108 downloadsMar 30, 2025
113 downloadsMar 31, 2025
138 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
59
275

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 50,076 times in the last 365 days. An impressive feat! Enough downloads to make even seasoned academics take note. 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