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som.nn  

Topological k-NN Classifier Based on Self-Organising Maps
View on CRAN: Click here


Download and install som.nn package within the R console
Install from CRAN:
install.packages("som.nn")

Install from Github:
library("remotes")
install_github("cran/som.nn")

Install by package version:
library("remotes")
install_version("som.nn", "1.4.4")



Attach the package and use:
library("som.nn")
Maintained by
Andreas Dominik
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-02-09
Latest Update: 2017-02-24
Description:
A topological version of k-NN: An abstract model is build as 2-dimensional self-organising map. Samples of unknown class are predicted by mapping them on the SOM and analysing class membership of neurons in the neighbourhood.
How to cite:
Andreas Dominik (2017). som.nn: Topological k-NN Classifier Based on Self-Organising Maps. R package version 1.4.4, https://cran.r-project.org/web/packages/som.nn
Previous versions and publish date:
1.0.3 (2017-02-09 19:50), 1.1.0 (2017-02-24 16:47)
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