org.encog.ml.fitting.linear

Class TrainLinearRegression

java.lang.Object

org.encog.ml.train.BasicTraining

org.encog.ml.fitting.linear.TrainLinearRegression

All Implemented Interfaces:

MLTrain

public class TrainLinearRegression
extends BasicTraining

Constructor Summary

Constructors

Constructor and Description
TrainLinearRegression(LinearRegression theMethod, MLDataSet theTraining)

Method Summary

Modifier and Type	Method and Description
boolean	canContinue()
MLMethod	getMethod() Get the current best machine learning method from the training.
MLDataSet	getTraining()
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, 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

TrainLinearRegression

public TrainLinearRegression(LinearRegression theMethod,
                             MLDataSet theTraining)

Method Detail

getTraining

public MLDataSet getTraining()

Specified by:

getTraining in interface MLTrain

Overrides:

getTraining in class BasicTraining

Returns:

the training

iteration

public void iteration()

Description copied from interface: MLTrain

Perform one iteration of training.

canContinue

public boolean canContinue()

Returns:

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

pause

public TrainingContinuation pause()

Description copied from interface: MLTrain

Pause the training to continue later.

Returns:

A training continuation object.

resume

public void resume(TrainingContinuation state)

Description copied from interface: MLTrain

Resume training.

Parameters:

state - The training continuation object to use to continue.

getMethod

public MLMethod getMethod()

Description copied from interface: MLTrain

Get the current best machine learning method from the training.

Returns:

The best machine learning method.