pyclustering.cluster.somsc Namespace Reference

Cluster analysis algorithm: SOM-SC (Self-Organized Feature Map for Simple Clustering) More...

Classes

class  somsc
 Class represents simple clustering algorithm based on self-organized feature map. More...
 

Detailed Description

Cluster analysis algorithm: SOM-SC (Self-Organized Feature Map for Simple Clustering)

There is no paper on which implementation is based. Algorithm SOM-SC is adaptation of SOM for cluster analysis in simple way. Basic idea: amount of cluster that should be allocated is defines amount of neurons in the self-organized map. SOM-SC can be considered as neural network implementation of K-Means algorithm. Implementation based on paper [21].

Authors
Andrei Novikov (pyclu.nosp@m.ster.nosp@m.ing@y.nosp@m.ande.nosp@m.x.ru)
Date
2014-2019