org.encog.ensemble.aggregator

Class MetaClassifier

java.lang.Object

org.encog.ensemble.aggregator.MetaClassifier

All Implemented Interfaces:

EnsembleAggregator

public class MetaClassifier
extends java.lang.Object
implements EnsembleAggregator

Constructor Summary

Constructors

Constructor and Description
MetaClassifier(double trainError, EnsembleMLMethodFactory mlFact, EnsembleTrainFactory etFact)
MetaClassifier(double trainError, EnsembleMLMethodFactory mlFact, EnsembleTrainFactory etFact, boolean adaptiveError)

Method Summary

Modifier and Type	Method and Description
MLData	evaluate(java.util.ArrayList<MLData> outputs)
java.lang.String	getLabel()
double	getTrainingError()
boolean	needsTraining()
void	setNumberOfMembers(int members)
void	setTrainingError(double trainError)
void	setTrainingSet(EnsembleDataSet trainingSet)
void	train()

Methods inherited from class java.lang.Object

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

Constructor Detail

MetaClassifier

public MetaClassifier(double trainError,
                      EnsembleMLMethodFactory mlFact,
                      EnsembleTrainFactory etFact,
                      boolean adaptiveError)

MetaClassifier

public MetaClassifier(double trainError,
                      EnsembleMLMethodFactory mlFact,
                      EnsembleTrainFactory etFact)

Method Detail

getTrainingError

public double getTrainingError()

setTrainingError

public void setTrainingError(double trainError)

setNumberOfMembers

public void setNumberOfMembers(int members)

Specified by:

setNumberOfMembers in interface EnsembleAggregator

evaluate

public MLData evaluate(java.util.ArrayList<MLData> outputs)

Specified by:

evaluate in interface EnsembleAggregator

getLabel

public java.lang.String getLabel()

Specified by:

getLabel in interface EnsembleAggregator

train

public void train()

Specified by:

train in interface EnsembleAggregator

setTrainingSet

public void setTrainingSet(EnsembleDataSet trainingSet)

Specified by:

setTrainingSet in interface EnsembleAggregator

needsTraining

public boolean needsTraining()

Specified by:

needsTraining in interface EnsembleAggregator