org.encog.ensemble.dropout

Class Dropout

java.lang.Object

org.encog.ensemble.Ensemble

org.encog.ensemble.dropout.Dropout

public class Dropout
extends Ensemble

Nested Class Summary

Nested classes/interfaces inherited from class org.encog.ensemble.Ensemble

Ensemble.NotPossibleInThisMethod, Ensemble.TrainingAborted

Field Summary

Fields inherited from class org.encog.ensemble.Ensemble

aggregator, aggregatorDataSet, dataSetFactory, members, mlFactory, trainFactory

Constructor Summary

Constructors

Constructor and Description
Dropout(int splits, int dataSetSize, EnsembleMLMethodFactory mlFactory, EnsembleTrainFactory trainFactory, EnsembleAggregator aggregator)

Method Summary

Modifier and Type	Method and Description
EnsembleML	getMember(int memberNumber) Extract a specific MLMethod
EnsembleTypes.ProblemType	getProblemType() Return what type of problem this Ensemble is solving
void	initMembers() Initialise ensemble components
void	trainStep()

Methods inherited from class org.encog.ensemble.Ensemble

addMember, addNewMember, compute, generateNewMember, getAggregator, getTrainingSet, initMembersBySplits, retrainAggregator, setAggregator, setTrainingData, setTrainingDataFactory, setTrainingMethod, train, train, train, train, trainMember, trainMember, trainMember, trainMember

Methods inherited from class java.lang.Object

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

Constructor Detail

Dropout

public Dropout(int splits,
               int dataSetSize,
               EnsembleMLMethodFactory mlFactory,
               EnsembleTrainFactory trainFactory,
               EnsembleAggregator aggregator)

Method Detail

initMembers

public void initMembers()

Description copied from class: Ensemble

Initialise ensemble components

Specified by:

initMembers in class Ensemble

getProblemType

public EnsembleTypes.ProblemType getProblemType()

Description copied from class: Ensemble

Return what type of problem this Ensemble is solving

Specified by:

getProblemType in class Ensemble

Returns:

The problem type.

getMember

public EnsembleML getMember(int memberNumber)

Description copied from class: Ensemble

Extract a specific MLMethod

Overrides:

getMember in class Ensemble

Parameters:

memberNumber - The member number.

Returns:

The MLMethod.

trainStep

public void trainStep()