org.encog.ensemble.adaboost

Class AdaBoost

java.lang.Object

org.encog.ensemble.Ensemble

org.encog.ensemble.adaboost.AdaBoost

public class AdaBoost
extends Ensemble

Nested Class Summary

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

Ensemble.NotPossibleInThisMethod

Field Summary

Fields inherited from class org.encog.ensemble.Ensemble

aggregator, aggregatorDataSet, dataSetFactory, members, mlFactory, trainFactory

Constructor Summary

Constructors

Constructor and Description
AdaBoost(int iterationsT, int dataSetSize, EnsembleMLMethodFactory mlFactory, EnsembleTrainFactory trainFactory, EnsembleAggregator aggregator)

Method Summary

Methods

Modifier and Type	Method and Description
void	addMember(EnsembleML newMember) Add a member to the ensemble
EnsembleTypes.ProblemType	getProblemType() Return what type of problem this Ensemble is solving
void	initMembers() Initialise ensemble components
void	train(double targetAccuracy, double selectionError, EnsembleDataSet testset, boolean verbose) Train the ensemble to a target accuracy

Methods inherited from class org.encog.ensemble.Ensemble

compute, getAggregator, getMember, getTrainingSet, initMembersBySplits, setAggregator, setTrainingData, setTrainingDataFactory, setTrainingMethod, train

Methods inherited from class java.lang.Object

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

Constructor Detail

AdaBoost

public AdaBoost(int iterationsT,
        int dataSetSize,
        EnsembleMLMethodFactory mlFactory,
        EnsembleTrainFactory trainFactory,
        EnsembleAggregator aggregator)

Method Detail

train

public void train(double targetAccuracy,
         double selectionError,
         EnsembleDataSet testset,
         boolean verbose)

Description copied from class: Ensemble

Train the ensemble to a target accuracy

Overrides:

train in class Ensemble

Parameters:

targetAccuracy - The target error.

selectionError - The selection error.

testset - The test set.

verbose - Verbose mode?

initMembers

public void initMembers()

Description copied from class: Ensemble

Initialise ensemble components

Specified by:

initMembers in class Ensemble

addMember

public void addMember(EnsembleML newMember)
               throws Ensemble.NotPossibleInThisMethod

Description copied from class: Ensemble

Add a member to the ensemble

Overrides:

addMember in class Ensemble

Throws:

Ensemble.NotPossibleInThisMethod

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.