org.encog.neural.networks.training.simple
Class TrainAdaline

java.lang.Object
  org.encog.neural.networks.training.BasicTraining
      org.encog.neural.networks.training.simple.TrainAdaline

All Implemented Interfaces:

LearningRate, Train

public class TrainAdaline
extends BasicTraining
implements LearningRate

Train an ADALINE neural network.

Constructor Summary

TrainAdaline(BasicNetwork network, NeuralDataSet training, double learningRate)
Construct an ADALINE trainer.

Method Summary

double	getLearningRate()
BasicNetwork	getNetwork() Get the current best network from the training.
void	iteration() Perform a training iteration.
void	setLearningRate(double rate) Set the learning rate.

Methods inherited from class org.encog.neural.networks.training.BasicTraining

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

Methods inherited from class java.lang.Object

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

Constructor Detail

TrainAdaline

public TrainAdaline(BasicNetwork network,
                    NeuralDataSet training,
                    double learningRate)

Construct an ADALINE trainer.

Parameters:

network - The network to train.

training - The training data.

learningRate - The learning rate.

Method Detail

getLearningRate

public double getLearningRate()

Specified by:

getLearningRate in interface LearningRate

Returns:

The learning rate.

getNetwork

public BasicNetwork getNetwork()

Description copied from interface: Train

Get the current best network from the training.

Specified by:

getNetwork in interface Train

Returns:

The network being trained.

iteration

public void iteration()

Perform a training iteration.

Specified by:

iteration in interface Train

setLearningRate

public void setLearningRate(double rate)

Set the learning rate.

Specified by:

setLearningRate in interface LearningRate

Parameters:

rate - The new learning rate.