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aweSOM: Interactive Self-Organizing Maps
Self-organizing maps (also known as SOM, see Kohonen (2001) <doi:10.1007/978-3-642-56927-2>) are a method for dimensionality reduction and clustering of continuous data. This package introduces interactive (html) graphics for easier analysis of SOM results. It also features an interactive interface, for push-button training and visualization of SOM on numeric, categorical or mixed data, as well as tools to evaluate the quality of SOM.
Getting started
Browse package contents
Package details |
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| Author | Julien Boelaert [aut, cre], Etienne Ollion [aut], Jan Sodoge [aut], Mohamed Megdoud [ctb], Otmane Naji [ctb], Arnaud Lemba Kote [ctb], Theo Renoud [ctb], Samuel Hym [ctb] |
| Maintainer | Julien Boelaert <julien.boelaert@univ-lille.fr> |
| License | GPL (>= 2) |
| Version | 1.3 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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