clustvarsel

Variable Selection for Gaussian Model-Based Clustering

CRAN Package

Variable selection for Gaussian model-based clustering as implemented in the 'mclust' package. The methodology allows to find the (locally) optimal subset of variables in a data set that have group/cluster information. A greedy or headlong search can be used, either in a forward-backward or backward-forward direction, with or without sub-sampling at the hierarchical clustering stage for starting 'mclust' models. By default the algorithm uses a sequential search, but parallelisation is also available.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 405 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 13 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
11 downloadsMar 3, 2025
21 downloadsMar 4, 2025
28 downloadsMar 5, 2025
12 downloadsMar 6, 2025
11 downloadsMar 7, 2025
6 downloadsMar 8, 2025
5 downloadsMar 9, 2025
9 downloadsMar 10, 2025
17 downloadsMar 11, 2025
13 downloadsMar 12, 2025
11 downloadsMar 13, 2025
6 downloadsMar 14, 2025
35 downloadsMar 15, 2025
2 downloadsMar 16, 2025
12 downloadsMar 17, 2025
23 downloadsMar 18, 2025
6 downloadsMar 19, 2025
11 downloadsMar 20, 2025
16 downloadsMar 21, 2025
8 downloadsMar 22, 2025
7 downloadsMar 23, 2025
25 downloadsMar 24, 2025
17 downloadsMar 25, 2025
7 downloadsMar 26, 2025
10 downloadsMar 27, 2025
36 downloadsMar 28, 2025
4 downloadsMar 29, 2025
16 downloadsMar 30, 2025
7 downloadsMar 31, 2025
13 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
2
36

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 5,233 times in the last 365 days. Impressive! The kind of number that makes colleagues ask, 'How did you do it?' The day with the most downloads was Sep 11, 2024 with 50 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

  • Depends1 package
  • Imports4 packages
  • Suggests4 packages
  • Reverse Suggests1 package