somhca
Self-Organising Maps Coupled with Hierarchical Cluster Analysis
Implements self-organising maps combined with hierarchical cluster analysis (SOM-HCA) for clustering and visualization of high-dimensional data. The package includes functions to estimate the optimal map size based on various quality measures and to generate a model using the selected dimensions. It also performs hierarchical clustering on the map nodes to group similar units. Documentation about the SOM-HCA method is provided in Pastorelli et al. (2024) <doi:10.1002/xrs.3388>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.3.0 |
rolling linux/jammy R-4.5 | somhca_0.3.0.tar.gz |
52.5 KiB |
0.3.0 |
rolling linux/noble R-4.5 | somhca_0.3.0.tar.gz |
52.4 KiB |
0.3.0 |
rolling source/ R- | somhca_0.3.0.tar.gz |
21.9 KiB |
0.3.0 |
latest linux/jammy R-4.5 | somhca_0.3.0.tar.gz |
52.5 KiB |
0.3.0 |
latest linux/noble R-4.5 | somhca_0.3.0.tar.gz |
52.4 KiB |
0.3.0 |
latest source/ R- | somhca_0.3.0.tar.gz |
21.9 KiB |
0.3.0 |
2026-04-26 source/ R- | somhca_0.3.0.tar.gz |
21.9 KiB |
0.3.0 |
2026-04-23 source/ R- | somhca_0.3.0.tar.gz |
21.9 KiB |
0.3.0 |
2026-04-09 windows/windows R-4.5 | somhca_0.3.0.zip |
53.0 KiB |
0.2.0 |
2025-04-20 source/ R- | somhca_0.2.0.tar.gz |
18.2 KiB |