symbolicDA

Analysis of Symbolic Data

CRAN Package

Symbolic data analysis methods: importing/exporting data from ASSO XML Files, distance calculation for symbolic data (Ichino-Yaguchi, de Carvalho measure), zoom star plot, 3d interval plot, multidimensional scaling for symbolic interval data, dynamic clustering based on distance matrix, HINoV method for symbolic data, Ichino's feature selection method, principal component analysis for symbolic interval data, decision trees for symbolic data based on optimal split with bagging, boosting and random forest approach (+visualization), kernel discriminant analysis for symbolic data, Kohonen's self-organizing maps for symbolic data, replication and profiling, artificial symbolic data generation. (doi:10.1007/BF02294245, doi:10.1007/BF00058655, doi:10.1007/BF01908075, doi:10.1109/21.286391, doi:10.1080/01621459.1971.10482356, doi:10.1080/03610927408827101, doi:10.1207/S15327906MBR3502_5, doi:10.1016/j.csda.2006.04.003, doi:10.1007/978-3-540-78246-9_11, doi:10.1007/978-3-540-70981-7_4)


Team


Insights

Last 30 days

This package has been downloaded 263 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.

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

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 3,122 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Sep 11, 2024 with 37 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
  • Imports5 packages
  • Reverse Depends1 package