smile.clustering

Class SOM.Neuron

java.lang.Object

smile.clustering.SOM.Neuron

Enclosing class:

SOM

public static class SOM.Neuron
extends Object

Self-Organizing Map Neuron.

Field Summary

Fields

Modifier and Type	Field and Description
int	cluster Cluster id of this neuron.
double[]	distance The distance to neighbors.
int[]	ni The count of each class that best matched samples belong to.
int[]	samples The samples that are best matched.
double[]	w Weight vector.
int	y The class label of majority, y = which.max(ni).

Constructor Summary

Constructors

Constructor and Description
SOM.Neuron()

Method Summary

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

w

public double[] w

Weight vector.

cluster

public int cluster

Cluster id of this neuron.

samples

public int[] samples

The samples that are best matched.

y

public int y

The class label of majority, y = which.max(ni).

ni

public int[] ni

The count of each class that best matched samples belong to.

distance

public double[] distance

The distance to neighbors.

Constructor Detail

SOM.Neuron

public SOM.Neuron()