org.encog.ensemble.adaboost
public class AdaBoost extends Ensemble
Ensemble.NotPossibleInThisMethod
aggregator, aggregatorDataSet, dataSetFactory, members, mlFactory, trainFactory
Constructor and Description |
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AdaBoost(int iterationsT,
int dataSetSize,
EnsembleMLMethodFactory mlFactory,
EnsembleTrainFactory trainFactory,
EnsembleAggregator aggregator) |
Modifier and Type | Method and Description |
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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
|
compute, getAggregator, getMember, getTrainingSet, initMembersBySplits, setAggregator, setTrainingData, setTrainingDataFactory, setTrainingMethod, train
public AdaBoost(int iterationsT, int dataSetSize, EnsembleMLMethodFactory mlFactory, EnsembleTrainFactory trainFactory, EnsembleAggregator aggregator)
public void train(double targetAccuracy, double selectionError, EnsembleDataSet testset, boolean verbose)
Ensemble
public void initMembers()
Ensemble
initMembers
in class Ensemble
public void addMember(EnsembleML newMember) throws Ensemble.NotPossibleInThisMethod
Ensemble
addMember
in class Ensemble
Ensemble.NotPossibleInThisMethod
public EnsembleTypes.ProblemType getProblemType()
Ensemble
getProblemType
in class Ensemble
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