SOMbrero: SOM Bound to Realize Euclidean and Relational Outputs

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. The package also contains many plotting features (to help the user interpret the results) and a graphical user interface based on shiny.

AuthorLaura Bendhaiba [aut], Julien Boelaert [aut], Jerome Mariette [aut], Madalina Olteanu [aut], Fabrice Rossi [aut], Nathalie Villa-Vialaneix [aut, cre]
Date of publication2016-09-02 14:54:23
MaintainerNathalie Villa-Vialaneix <nathalie.villa@toulouse.inra.fr>
LicenseGPL (>= 2)
Version1.2

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Files in this package

SOMbrero
SOMbrero/inst
SOMbrero/inst/CITATION
SOMbrero/inst/shiny
SOMbrero/inst/shiny/ui.R
SOMbrero/inst/shiny/server.R
SOMbrero/inst/shiny/sombrero.png
SOMbrero/inst/shiny/miat.png
SOMbrero/inst/shiny/samm.png
SOMbrero/inst/shiny/LICENSE
SOMbrero/inst/doc
SOMbrero/inst/doc/cosinePreprocess.pdf
SOMbrero/inst/doc/doc-SOMbrero-package.html
SOMbrero/inst/doc/doc-relationalSOM.R
SOMbrero/inst/doc/doc-relationalSOM.html
SOMbrero/inst/doc/doc-numericSOM.Rmd
SOMbrero/inst/doc/doc-korrespSOM.Rmd
SOMbrero/inst/doc/doc-korrespSOM.html
SOMbrero/inst/doc/doc-grids.Rmd
SOMbrero/inst/doc/doc-numericSOM.R
SOMbrero/inst/doc/doc-grids.R
SOMbrero/inst/doc/doc-korrespSOM.R
SOMbrero/inst/doc/doc-SOMbrero-package.R
SOMbrero/inst/doc/doc-grids.html
SOMbrero/inst/doc/doc-numericSOM.html
SOMbrero/inst/doc/doc-SOMbrero-package.Rmd
SOMbrero/inst/doc/doc-relationalSOM.Rmd
SOMbrero/tests
SOMbrero/tests/relational-test.R
SOMbrero/tests/prediction-test.R
SOMbrero/tests/scaling-test.R
SOMbrero/tests/euclidian-relational-test.R
SOMbrero/NAMESPACE
SOMbrero/demo
SOMbrero/demo/numeric.R
SOMbrero/demo/korresp.R
SOMbrero/demo/00Index
SOMbrero/demo/relational.R
SOMbrero/demo/sombrero.R
SOMbrero/NEWS
SOMbrero/data
SOMbrero/data/presidentielles2002.rda
SOMbrero/data/lesmis.rda
SOMbrero/R
SOMbrero/R/quality.R SOMbrero/R/sombreroGUI.R SOMbrero/R/grids.R SOMbrero/R/plots.R SOMbrero/R/superclasses.R SOMbrero/R/init.R SOMbrero/R/som.R SOMbrero/R/parameters.R
SOMbrero/vignettes
SOMbrero/vignettes/sombrero.png
SOMbrero/vignettes/foodweb.png
SOMbrero/vignettes/doc-numericSOM.Rmd
SOMbrero/vignettes/doc-korrespSOM.Rmd
SOMbrero/vignettes/doc-grids.Rmd
SOMbrero/vignettes/doc-SOMbrero-package.Rmd
SOMbrero/vignettes/doc-relationalSOM.Rmd
SOMbrero/MD5
SOMbrero/build
SOMbrero/build/vignette.rds
SOMbrero/DESCRIPTION
SOMbrero/man
SOMbrero/man/initSOM.Rd SOMbrero/man/predict.somRes.Rd SOMbrero/man/initGrid.Rd SOMbrero/man/presidentielles2002.Rd SOMbrero/man/SOMbrero-package.Rd SOMbrero/man/protoDist.somRes.Rd SOMbrero/man/somRes.plotting.Rd SOMbrero/man/sombreroGUI.Rd SOMbrero/man/trainSOM.Rd SOMbrero/man/superClass.Rd SOMbrero/man/plot.myGrid.Rd SOMbrero/man/quality.Rd SOMbrero/man/lesmis.Rd SOMbrero/man/plot.somRes.Rd SOMbrero/man/projectIGraph.somRes.Rd

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