RclusTool

Graphical Toolbox for Clustering and Classification of Data Frames

CRAN Package

Graphical toolbox for clustering and classification of data frames. It proposes a graphical interface to process clustering and classification methods on features data-frames, and to view initial data as well as resulted cluster or classes. According to the level of available labels, different approaches are proposed: unsupervised clustering, semi-supervised clustering and supervised classification. To assess the processed clusters or classes, the toolbox can import and show some supplementary data formats: either profile/time series, or images. These added information can help the expert to label clusters (clustering), or to constrain data frame rows (semi-supervised clustering), using Constrained spectral embedding algorithm by Wacquet et al. (2013) doi:10.1016/j.patrec.2013.02.003 and the methodology provided by Wacquet et al. (2013) doi:10.1007/978-3-642-35638-4_21.


Team


Insights

Last 30 days

This package has been downloaded 251 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 8 times.

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0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
19 downloadsFeb 12, 2025
8 downloadsFeb 13, 2025
11 downloadsFeb 14, 2025
2 downloadsFeb 15, 2025
8 downloadsFeb 16, 2025
4 downloadsFeb 17, 2025
14 downloadsFeb 18, 2025
7 downloadsFeb 19, 2025
32 downloadsFeb 20, 2025
4 downloadsFeb 21, 2025
2 downloadsFeb 22, 2025
19 downloadsFeb 23, 2025
11 downloadsFeb 24, 2025
6 downloadsFeb 25, 2025
10 downloadsFeb 26, 2025
8 downloadsFeb 27, 2025
5 downloadsFeb 28, 2025
6 downloadsMar 1, 2025
4 downloadsMar 2, 2025
5 downloadsMar 3, 2025
7 downloadsMar 4, 2025
15 downloadsMar 5, 2025
4 downloadsMar 6, 2025
6 downloadsMar 7, 2025
2 downloadsMar 8, 2025
2 downloadsMar 9, 2025
3 downloadsMar 10, 2025
11 downloadsMar 11, 2025
8 downloadsMar 12, 2025
8 downloadsMar 13, 2025
0 downloadsMar 14, 2025
0 downloadsMar 15, 2025
2
32

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 3,267 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Mar 20, 2024 with 54 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
  • Imports23 packages