GowerSom

cranv0.1.0

Self-Organizing Maps for Mixed-Attribute Data Using Gower Distance. Implements a variant of the Self-Organizing Map (SOM) algorithm designed for mixed-attribute datasets. Similarity between observations is computed using the Gower distance, and categorical prototypes are updated via heuristic strategies (weighted mode and multinomial sampling). Provides functions fo

License GPL-2strong copyleft0 versions1 maintainers10 deps54 weekly dl
https://CRAN.R-project.org/package=GowerSom
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Dependencies (10)
StatMatchdplyrgowerggplot2clusterreshape2gridutilsstatscli
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First published · 2026-01-27 09:03:06

Last updated · 2026-01-27T07:50:02+00:00