Package moa.classifiers.multilabel
Class MultilabelHoeffdingTree.MultilabelLearningNodeClassifier
- java.lang.Object
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- moa.AbstractMOAObject
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- moa.classifiers.trees.HoeffdingTree.Node
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- moa.classifiers.trees.HoeffdingTree.LearningNode
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- moa.classifiers.trees.HoeffdingTree.ActiveLearningNode
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- moa.classifiers.trees.HoeffdingTreeClassifLeaves.LearningNodeClassifier
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- moa.classifiers.multilabel.MultilabelHoeffdingTree.MultilabelLearningNodeClassifier
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- All Implemented Interfaces:
Serializable
,MOAObject
- Enclosing class:
- MultilabelHoeffdingTree
public class MultilabelHoeffdingTree.MultilabelLearningNodeClassifier extends HoeffdingTreeClassifLeaves.LearningNodeClassifier
- See Also:
- Serialized Form
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Field Summary
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Fields inherited from class moa.classifiers.trees.HoeffdingTreeClassifLeaves.LearningNodeClassifier
classifier
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Fields inherited from class moa.classifiers.trees.HoeffdingTree.ActiveLearningNode
attributeObservers, isInitialized, weightSeenAtLastSplitEvaluation
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Fields inherited from class moa.classifiers.trees.HoeffdingTree.Node
observedClassDistribution
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Constructor Summary
Constructors Constructor Description MultilabelLearningNodeClassifier(double[] initialClassObservations, Classifier cl, MultilabelHoeffdingTree ht)
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description void
describeSubtree(HoeffdingTree ht, StringBuilder out, int indent)
void
disableAttribute(int attIndex)
Classifier
getClassifier()
double[]
getClassVotes(Instance inst, HoeffdingTree ht)
Prediction
getPredictionForInstance(Instance inst, HoeffdingTree ht)
void
learnFromInstance(Instance inst, HoeffdingTree ht)
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Methods inherited from class moa.classifiers.trees.HoeffdingTree.ActiveLearningNode
calcByteSize, getBestSplitSuggestions, getWeightSeen, getWeightSeenAtLastSplitEvaluation, setWeightSeenAtLastSplitEvaluation
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Methods inherited from class moa.classifiers.trees.HoeffdingTree.Node
calcByteSizeIncludingSubtree, calculatePromise, filterInstanceToLeaf, getDescription, getObservedClassDistribution, getObservedClassDistributionAtLeavesReachableThroughThisNode, isLeaf, observedClassDistributionIsPure, subtreeDepth
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Methods inherited from class moa.AbstractMOAObject
copy, copy, measureByteSize, measureByteSize, toString
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Constructor Detail
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MultilabelLearningNodeClassifier
public MultilabelLearningNodeClassifier(double[] initialClassObservations, Classifier cl, MultilabelHoeffdingTree ht)
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Method Detail
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getClassVotes
public double[] getClassVotes(Instance inst, HoeffdingTree ht)
- Overrides:
getClassVotes
in classHoeffdingTreeClassifLeaves.LearningNodeClassifier
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getPredictionForInstance
public Prediction getPredictionForInstance(Instance inst, HoeffdingTree ht)
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disableAttribute
public void disableAttribute(int attIndex)
- Overrides:
disableAttribute
in classHoeffdingTreeClassifLeaves.LearningNodeClassifier
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getClassifier
public Classifier getClassifier()
- Overrides:
getClassifier
in classHoeffdingTreeClassifLeaves.LearningNodeClassifier
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learnFromInstance
public void learnFromInstance(Instance inst, HoeffdingTree ht)
- Overrides:
learnFromInstance
in classHoeffdingTreeClassifLeaves.LearningNodeClassifier
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describeSubtree
public void describeSubtree(HoeffdingTree ht, StringBuilder out, int indent)
- Overrides:
describeSubtree
in classHoeffdingTree.Node
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