vimpclust

Variable Importance in Clustering

CRAN Package

An implementation of methods related to sparse clustering and variable importance in clustering. The package currently allows to perform sparse k-means clustering with a group penalty, so that it automatically selects groups of numerical features. It also allows to perform sparse clustering and variable selection on mixed data (categorical and numerical features), by preprocessing each categorical feature as a group of numerical features. Several methods for visualizing and exploring the results are also provided. M. Chavent, J. Lacaille, A. Mourer and M. Olteanu (2020)<https://www.esann.org/sites/default/files/proceedings/2020/ES2020-103.pdf>.

  • Version0.1.0
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release01/08/2021

Documentation


Team


Insights

Last 30 days

This package has been downloaded 125 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 5 times.

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0 downloadsMar 2, 2025
4 downloadsMar 3, 2025
8 downloadsMar 4, 2025
5 downloadsMar 5, 2025
4 downloadsMar 6, 2025
4 downloadsMar 7, 2025
4 downloadsMar 8, 2025
1 downloadsMar 9, 2025
1 downloadsMar 10, 2025
6 downloadsMar 11, 2025
1 downloadsMar 12, 2025
8 downloadsMar 13, 2025
2 downloadsMar 14, 2025
4 downloadsMar 15, 2025
1 downloadsMar 16, 2025
1 downloadsMar 17, 2025
7 downloadsMar 18, 2025
6 downloadsMar 19, 2025
8 downloadsMar 20, 2025
6 downloadsMar 21, 2025
5 downloadsMar 22, 2025
2 downloadsMar 23, 2025
6 downloadsMar 24, 2025
3 downloadsMar 25, 2025
3 downloadsMar 26, 2025
6 downloadsMar 27, 2025
5 downloadsMar 28, 2025
7 downloadsMar 29, 2025
1 downloadsMar 30, 2025
1 downloadsMar 31, 2025
5 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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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 1,892 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Sep 11, 2024 with 27 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

  • Imports5 packages
  • Suggests2 packages