SOMbrero: SOM Bound to Realize Euclidean and Relational Outputs
Version 1.2-2

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) and a graphical user interface based on 'shiny'.

Package details

AuthorNathalie Villa-Vialaneix [aut, cre], Jerome Mariette [aut], Madalina Olteanu [aut], Fabrice Rossi [aut], Laura Bendhaiba [ctb], Julien Boelaert [ctb]
Date of publication2017-09-20 08:55:35 UTC
MaintainerNathalie Villa-Vialaneix <[email protected]>
LicenseGPL (>= 2)
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the SOMbrero package in your browser

Any scripts or data that you put into this service are public.

SOMbrero documentation built on Sept. 20, 2017, 9:03 a.m.