Package moa.classifiers.trees.iadem
Class Iadem2.LeafNodeNB
- 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.Iadem2.LeafNodeNB
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- All Implemented Interfaces:
Serializable
- Direct Known Subclasses:
Iadem2.LeafNodeNBKirkby
,Iadem2.LeafNodeWeightedVote
- Enclosing class:
- Iadem2
public class Iadem2.LeafNodeNB extends Iadem2.LeafNode
- See Also:
- Serialized Form
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Field Summary
Fields Modifier and Type Field Description protected int
naiveBayesLimit
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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 LeafNodeNB(Iadem2 tree, Iadem2.Node parent, long instTreeCountSinceVirtual, long instNodeCountSinceVirtual, double[] initialClassVotes, IademNumericAttributeObserver numericAttClassObserver, int naiveBayesLimit, 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 obs)
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Methods inherited from class moa.classifiers.trees.iadem.Iadem2.LeafNode
attemptToSplit, createVirtualNodes, doSplit, getBestSplitSuggestion, getBestSplitSuggestionIADEM, getFastSplitSuggestion, getInstNodeCountSinceVirtual, getInstSeenSinceLastSplitAttempt, getLeaves, getMajorityClassVotes, getNumberOfNodes, getSubtreeNodeCount, getTree, getVirtualChildren, hasInformationToSplit, isAllAttUsed, learnFromInstance, 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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LeafNodeNB
public LeafNodeNB(Iadem2 tree, Iadem2.Node parent, long instTreeCountSinceVirtual, long instNodeCountSinceVirtual, double[] initialClassVotes, IademNumericAttributeObserver numericAttClassObserver, int naiveBayesLimit, 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 obs)
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