Supervised and Unsupervised Self-Organising Maps

Functions to train self-organising maps (SOMs). Also interrogation of the maps and prediction using trained maps are supported. The name of the package refers to Teuvo Kohonen, the inventor of the SOM.


Reference manual

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install.packages("kohonen")

3.0.13 by Ron Wehrens, 9 months ago


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


Authors: Ron Wehrens [aut, cre] , Johannes Kruisselbrink [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports Rcpp

Suggests RColorBrewer, lattice, vegan

Linking to Rcpp


Imported by DSAM, Mercator, Rsomoclu, SOMEnv, SOMMD, aweSOM, ggsom, multisom, rassta, som.nn, somhca.

Suggested by FCPS, RankAggreg, biopixR, clValid, deaviz, diceR, fdm2id, mlr3cluster, mulgar, sits.


See at CRAN