Package moa.classifiers.trees.iadem
Class Iadem3.AdaptiveLeafNodeNB
- java.lang.Object
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- moa.classifiers.trees.iadem.Iadem2.Node
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- moa.classifiers.trees.iadem.Iadem2.LeafNode
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- moa.classifiers.trees.iadem.Iadem3.AdaptiveLeafNode
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- moa.classifiers.trees.iadem.Iadem3.AdaptiveLeafNodeNB
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- All Implemented Interfaces:
Serializable
- Direct Known Subclasses:
Iadem3.AdaptiveLeafNodeNBAdaptive
,Iadem3.AdaptiveLeafNodeNBKirkby
- Enclosing class:
- Iadem3
public class Iadem3.AdaptiveLeafNodeNB extends Iadem3.AdaptiveLeafNode
- See Also:
- Serialized Form
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Field Summary
Fields Modifier and Type Field Description protected int
limitNaiveBayes
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Fields inherited from class moa.classifiers.trees.iadem.Iadem3.AdaptiveLeafNode
estimator
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Fields inherited from class moa.classifiers.trees.iadem.Iadem2.LeafNode
allAttUsed, instNodeCountSinceReal, instNodeCountSinceVirtual, instSeenSinceLastSplitAttempt, instTreeCountSinceReal, split, virtualChildren
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Fields inherited from class moa.classifiers.trees.iadem.Iadem2.Node
classValueDist, parent, tree
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Constructor Summary
Constructors Constructor Description AdaptiveLeafNodeNB(Iadem3 tree, Iadem2.Node parent, long instTreeCountSinceVirtual, long instNodeCountSinceVirtual, double[] initialClassCount, IademNumericAttributeObserver numericAttClassObserver, int limitNaiveBayes, AbstractChangeDetector estimator, boolean onlyMultiwayTest, boolean onlyBinaryTest, Instance instance)
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description double[]
getClassVotes(Instance inst)
protected double[]
getNaiveBayesPrediction(Instance inst)
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Methods inherited from class moa.classifiers.trees.iadem.Iadem3.AdaptiveLeafNode
attemptToSplit, createVirtualNodes, doSplit, learnFromInstance, restartVariablesAtDrift
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Methods inherited from class moa.classifiers.trees.iadem.Iadem2.LeafNode
getBestSplitSuggestion, getBestSplitSuggestionIADEM, getFastSplitSuggestion, getInstNodeCountSinceVirtual, getInstSeenSinceLastSplitAttempt, getLeaves, getMajorityClassVotes, getNumberOfNodes, getSubtreeNodeCount, getTree, getVirtualChildren, hasInformationToSplit, isAllAttUsed, nominalAttUsed, setInstSeenSinceLastSplitAttempt, setSplit, setVirtualChildren
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Methods inherited from class moa.classifiers.trees.iadem.Iadem2.Node
getChildCount, getClassValueDist, getParent, setClassValueDist, setParent, setTree
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Constructor Detail
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AdaptiveLeafNodeNB
public AdaptiveLeafNodeNB(Iadem3 tree, Iadem2.Node parent, long instTreeCountSinceVirtual, long instNodeCountSinceVirtual, double[] initialClassCount, IademNumericAttributeObserver numericAttClassObserver, int limitNaiveBayes, AbstractChangeDetector estimator, boolean onlyMultiwayTest, boolean onlyBinaryTest, Instance instance)
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Method Detail
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getClassVotes
public double[] getClassVotes(Instance inst)
- Overrides:
getClassVotes
in classIadem2.LeafNode
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getNaiveBayesPrediction
protected double[] getNaiveBayesPrediction(Instance inst)
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