org.apache.commons.math3.ml.neuralnet.sofm

Class KohonenTrainingTask

java.lang.Object

org.apache.commons.math3.ml.neuralnet.sofm.KohonenTrainingTask

All Implemented Interfaces:

java.lang.Runnable

public class KohonenTrainingTask
extends java.lang.Object
implements java.lang.Runnable

Trainer for Kohonen's Self-Organizing Map.

Since:

3.3

Field Summary

Fields

Modifier and Type	Field and Description
private java.util.Iterator<double[]>	featuresIterator Training data.
private Network	net SOFM to be trained.
private KohonenUpdateAction	updateAction Update procedure.

Constructor Summary

Constructors

Constructor and Description
KohonenTrainingTask(Network net, java.util.Iterator<double[]> featuresIterator, KohonenUpdateAction updateAction) Creates a (sequential) trainer for the given network.

Method Summary

Methods

Modifier and Type	Method and Description
void	run()

Methods inherited from class java.lang.Object

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

Field Detail

net

private final Network net

SOFM to be trained.

featuresIterator

private final java.util.Iterator<double[]> featuresIterator

Training data.

updateAction

private final KohonenUpdateAction updateAction

Update procedure.

Constructor Detail

KohonenTrainingTask

public KohonenTrainingTask(Network net,
                   java.util.Iterator<double[]> featuresIterator,
                   KohonenUpdateAction updateAction)

Creates a (sequential) trainer for the given network.

Parameters:

net - Network to be trained with the SOFM algorithm.

featuresIterator - Training data iterator.

updateAction - SOFM update procedure.

Method Detail

run

public void run()

Specified by:

run in interface java.lang.Runnable