Package moa.classifiers.meta
Class StreamingGradientBoostedTrees.SGBT.BoostingCommittee
- java.lang.Object
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- moa.classifiers.meta.StreamingGradientBoostedTrees.SGBT.BoostingCommittee
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- All Implemented Interfaces:
Serializable
- Enclosing class:
- StreamingGradientBoostedTrees.SGBT
public static class StreamingGradientBoostedTrees.SGBT.BoostingCommittee extends Object implements Serializable
- See Also:
- Serialized Form
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Field Summary
Fields Modifier and Type Field Description int
committeeSize
protected int
mInstances
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Constructor Summary
Constructors Constructor Description BoostingCommittee(Classifier baseLearner, int committeeSize)
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description double[]
getScoresForInstance(Instance inst)
int
measureByteSize()
void
trainOnInstanceImpl(Instance inst)
void
trainOnInstanceImpl(Instance[] instances, int multipleIterationByHessianCeiling, StreamingGradientBoostedTrees.SGBT.GradHess[] gradHess)
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Constructor Detail
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BoostingCommittee
public BoostingCommittee(Classifier baseLearner, int committeeSize)
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Method Detail
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measureByteSize
public int measureByteSize()
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trainOnInstanceImpl
public void trainOnInstanceImpl(Instance[] instances, int multipleIterationByHessianCeiling, StreamingGradientBoostedTrees.SGBT.GradHess[] gradHess)
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trainOnInstanceImpl
public void trainOnInstanceImpl(Instance inst)
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getScoresForInstance
public double[] getScoresForInstance(Instance inst)
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