SOMbrero: SOM Bound to Realize Euclidean and Relational Outputs
Nathalie Vialaneix, Élise Maigné, Jérôme Mariette, Mădălina Olteanu, Fabrice Rossi · 2015
The stochastic (also called on-line) version of the Self-Organising Map (SOM) algorithm is provided. Different versions of the algorithm are implemented, for numeric and relational data and for contingency tables as described, respectively, in Kohonen (2001) , Olteanu & Villa-Vialaneix (2005) and Cottrell et al (2004) . The package also contains many plotting features (to help the user interpret the results), can handle (and impute) missing values and is delivered with a graphical user interface based on 'shiny'.