Functions for Constructing and Evaluating Self-Organizing Maps

State of the art functions for constructing and evaluating self-organizing maps.


R package for self-organizing maps contains state of the art learning algorithms, visualizations, and evaluation functions.

News

Release 4.2

  • supports the Kolgomorov-Smirnov convergence test.
  • supports merging of clusters on the map that are close by
  • supports marginal distribution plots

Reference manual

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install.packages("popsom")

4.2 by Lutz Hamel, a year ago


http://homepage.cs.uri.edu/faculty/hamel/


Browse source code at https://github.com/cran/popsom


Authors: Lutz Hamel [aut, cre], Benjamin Ott [aut], Gregory Breard [aut], Robert Tatoian [aut], Vishakh Gopu [aut]


Documentation:   PDF Manual  


GPL license


Imports som, class, fields, graphics, ggplot2


See at CRAN