public class Stacking extends Ensemble
Ensemble.NotPossibleInThisMethod, Ensemble.TrainingAbortedaggregator, aggregatorDataSet, dataSetFactory, members, mlFactory, trainFactory| Constructor and Description |
|---|
Stacking(int splits,
int dataSetSize,
EnsembleMLMethodFactory mlFactory,
EnsembleTrainFactory trainFactory,
EnsembleAggregator aggregator) |
| 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() |
addMember, addNewMember, compute, generateNewMember, getAggregator, getTrainingSet, initMembersBySplits, retrainAggregator, setAggregator, setTrainingData, setTrainingDataFactory, setTrainingMethod, train, train, train, train, trainMember, trainMember, trainMember, trainMemberpublic Stacking(int splits,
int dataSetSize,
EnsembleMLMethodFactory mlFactory,
EnsembleTrainFactory trainFactory,
EnsembleAggregator aggregator)
public void initMembers()
EnsembleinitMembers in class Ensemblepublic EnsembleTypes.ProblemType getProblemType()
EnsemblegetProblemType in class Ensemblepublic EnsembleML getMember(int memberNumber)
Ensemblepublic void trainStep()