org.encog.neural.som.training.clustercopy
Class SOMClusterCopyTraining

java.lang.Object
  org.encog.ml.train.BasicTraining
      org.encog.neural.som.training.clustercopy.SOMClusterCopyTraining

All Implemented Interfaces:

MLTrain

public class SOMClusterCopyTraining
extends BasicTraining

SOM cluster copy is a very simple trainer for SOM's. Using this triner all of the training data is copied to the SOM weights. This can provide a functional SOM, or can be used as a starting point for training.

Constructor Summary

SOMClusterCopyTraining(SOM network, MLDataSet training)
Construct the object.

Method Summary

boolean	canContinue()
MLMethod	getMethod() Get the current best machine learning method from the training.
void	iteration() Perform one iteration of training.
TrainingContinuation	pause() Pause the training to continue later.
void	resume(TrainingContinuation state) Resume training.

Methods inherited from class org.encog.ml.train.BasicTraining

addStrategy, finishTraining, getError, getImplementationType, getIteration, getStrategies, getTraining, isTrainingDone, iteration, postIteration, preIteration, setError, setIteration, setTraining

Methods inherited from class java.lang.Object

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

Constructor Detail

SOMClusterCopyTraining

public SOMClusterCopyTraining(SOM network,
                              MLDataSet training)

Construct the object.

Parameters:

network - The network to train.

training - The training data.

Method Detail

canContinue

public final boolean canContinue()

Returns:

True if the training can be paused, and later continued.

getMethod

public final MLMethod getMethod()

Get the current best machine learning method from the training.

Returns:

The best machine learningm method.

iteration

public final void iteration()

Perform one iteration of training.

pause

public final TrainingContinuation pause()

Pause the training to continue later.

Returns:

A training continuation object.

resume

public void resume(TrainingContinuation state)

Resume training.

Parameters:

state - The training continuation object to use to continue.