org.encog.neural.networks.training.propagation.scg
Class ScaledConjugateGradient

java.lang.Object
  org.encog.neural.networks.training.BasicTraining
      org.encog.neural.networks.training.propagation.Propagation
          org.encog.neural.networks.training.propagation.scg.ScaledConjugateGradient

All Implemented Interfaces:

Train

public class ScaledConjugateGradient
extends Propagation

This is a training class that makes use of scaled conjugate gradient methods. It is a very fast and efficient training algorithm.

Constructor Summary

ScaledConjugateGradient(BasicNetwork network, NeuralDataSet training)
Construct a training class.

Method Summary

Methods inherited from class org.encog.neural.networks.training.propagation.Propagation

canContinue, finishTraining, getCurrentFlatNetwork, getFlatTraining, getNetwork, getNumThreads, getProfile, isValidResume, iteration, iteration, pause, resume, setFlatTraining, setNumThreads

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

addStrategy, getCloud, getError, getIteration, getStrategies, getTraining, isTrainingDone, 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

ScaledConjugateGradient

public ScaledConjugateGradient(BasicNetwork network,
                               NeuralDataSet training)

Construct a training class.

Parameters:

network - The network to train.

training - The training data.