yawn.nn.mlp
Class MultiLayerPerceptronConfig

java.lang.Object
  yawn.config.ConfigElement
      yawn.config.NeuralNetworkConfig
          yawn.nn.mlp.MultiLayerPerceptronConfig

public class MultiLayerPerceptronConfig
extends NeuralNetworkConfig

A configuration class for the MultiLayerPerceptron class. $Id: MultiLayerPerceptronConfig.java,v 1.6 2005/04/07 17:28:07 supermarti Exp $

Version:

$Revision: 1.6 $

Author:

Luis Martí (luis dot marti at uc3m dot es)

See Also:

MultiLayerPerceptron

Field Summary

protected java.util.List	layerConfigs
protected double	learningRate
protected long	maxEpochs
protected double	momentumRate
protected double	predictionError

Fields inherited from class yawn.config.NeuralNetworkConfig

environment

Constructor Summary

MultiLayerPerceptronConfig()

Method Summary

void	addHiddenLayerConfig(LayerElement le)
java.lang.Class	getBindedNetworkClass()
java.util.List	getLayerConfigs()
double	getLearningRate()
long	getMaxEpochs()
double	getMomentumRate()
double	getPredictionError()
protected void	internalValidate()
void	setLayerConfigs(java.util.List layers)
void	setLearningRate(double learningRate)
void	setMaxEpochs(long maxEpochs)
void	setMomentumRate(double momentumRate)
void	setPredictionError(double predictionError)

Methods inherited from class yawn.config.NeuralNetworkConfig

configuredNetworkFactory, environmentValidate, getEnvironment, setBindedNetworkClass, setEnvironment, validate

Methods inherited from class yawn.config.ConfigElement

equals

Methods inherited from class java.lang.Object

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

Field Detail

layerConfigs

protected java.util.List layerConfigs

learningRate

protected double learningRate

momentumRate

protected double momentumRate

maxEpochs

protected long maxEpochs

predictionError

protected double predictionError

Constructor Detail

MultiLayerPerceptronConfig

public MultiLayerPerceptronConfig()

Method Detail

addHiddenLayerConfig

public void addHiddenLayerConfig(LayerElement le)

getLayerConfigs

public java.util.List getLayerConfigs()

Returns:

Returns the layerElements.

setLayerConfigs

public void setLayerConfigs(java.util.List layers)

Parameters:

layers - The layers to set.

internalValidate

protected void internalValidate()
                         throws ValidationException

Specified by:

internalValidate in class NeuralNetworkConfig

Throws:

ValidationException

See Also:

NeuralNetworkConfig.internalValidate()

getLearningRate

public double getLearningRate()

Returns:

Returns the learningRate.

setLearningRate

public void setLearningRate(double learningRate)

Parameters:

learningRate - The learningRate to set.

getMaxEpochs

public long getMaxEpochs()

Returns:

Returns the maxEpochs.

setMaxEpochs

public void setMaxEpochs(long maxEpochs)

Parameters:

maxEpochs - The maxEpochs to set.

getPredictionError

public double getPredictionError()

Returns:

Returns the predictionError.

setPredictionError

public void setPredictionError(double predictionError)

Parameters:

predictionError - The predictionError to set.

getBindedNetworkClass

public java.lang.Class getBindedNetworkClass()

Specified by:

getBindedNetworkClass in class NeuralNetworkConfig

Returns:

yawn.nn.mlp.MultiLayerPerceptron.class by default

See Also:

NeuralNetworkConfig.getBindedNetworkClass()

getMomentumRate

public double getMomentumRate()

Returns:

Returns the momentumRate.

setMomentumRate

public void setMomentumRate(double momentumRate)

Parameters:

momentumRate - The momentumRate to set.