Package moa.classifiers.trees

Class LimAttHoeffdingTree.LearningNodeNBAdaptive

java.lang.Object

moa.AbstractMOAObject

moa.classifiers.trees.HoeffdingTree.Node

moa.classifiers.trees.HoeffdingTree.LearningNode

moa.classifiers.trees.HoeffdingTree.ActiveLearningNode

moa.classifiers.trees.LimAttHoeffdingTree.LimAttLearningNode

moa.classifiers.trees.LimAttHoeffdingTree.LearningNodeNB

moa.classifiers.trees.LimAttHoeffdingTree.LearningNodeNBAdaptive

All Implemented Interfaces:

java.io.Serializable, MOAObject

Enclosing class:

LimAttHoeffdingTree

public static class LimAttHoeffdingTree.LearningNodeNBAdaptive
extends LimAttHoeffdingTree.LearningNodeNB

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field	Description
protected double	mcCorrectWeight
protected double	nbCorrectWeight

Fields inherited from class moa.classifiers.trees.HoeffdingTree.ActiveLearningNode

attributeObservers, isInitialized

Fields inherited from class moa.classifiers.trees.HoeffdingTree.Node

observedClassDistribution

Fields inherited from class moa.classifiers.trees.LimAttHoeffdingTree.LimAttLearningNode

listAttributes, numAttributes, weightSeenAtLastSplitEvaluation

Constructor Summary

Constructors

Constructor	Description
LearningNodeNBAdaptive(double[] initialClassObservations)

Method Summary

Modifier and Type	Method	Description
double[]	getClassVotes(Instance inst, HoeffdingTree ht)
void	learnFromInstance(Instance inst, HoeffdingTree ht)

Methods inherited from class moa.AbstractMOAObject

copy, copy, measureByteSize, measureByteSize, toString

Methods inherited from class moa.classifiers.trees.HoeffdingTree.ActiveLearningNode

calcByteSize, getBestSplitSuggestions, getWeightSeen, getWeightSeenAtLastSplitEvaluation, setWeightSeenAtLastSplitEvaluation

Methods inherited from class moa.classifiers.trees.HoeffdingTree.Node

calcByteSizeIncludingSubtree, calculatePromise, describeSubtree, filterInstanceToLeaf, getDescription, getObservedClassDistribution, getObservedClassDistributionAtLeavesReachableThroughThisNode, isLeaf, observedClassDistributionIsPure, subtreeDepth

Methods inherited from class moa.classifiers.trees.LimAttHoeffdingTree.LearningNodeNB

disableAttribute

Methods inherited from class moa.classifiers.trees.LimAttHoeffdingTree.LimAttLearningNode

setlistAttributes

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Field Detail

mcCorrectWeight

protected double mcCorrectWeight

nbCorrectWeight

protected double nbCorrectWeight

Constructor Detail

LearningNodeNBAdaptive

public LearningNodeNBAdaptive(double[] initialClassObservations)

Method Detail

learnFromInstance

public void learnFromInstance(Instance inst,
                              HoeffdingTree ht)

Overrides:

learnFromInstance in class LimAttHoeffdingTree.LimAttLearningNode

getClassVotes

public double[] getClassVotes(Instance inst,
                              HoeffdingTree ht)

Overrides:

getClassVotes in class LimAttHoeffdingTree.LearningNodeNB