Package moa.classifiers.trees

Class EFDT.LearningNode

java.lang.Object

moa.AbstractMOAObject

moa.classifiers.trees.EFDT.Node

moa.classifiers.trees.EFDT.LearningNode

All Implemented Interfaces:

java.io.Serializable, MOAObject

Direct Known Subclasses:

EFDT.ActiveLearningNode, EFDT.InactiveLearningNode

Enclosing class:

EFDT

public abstract static class EFDT.LearningNode
extends EFDT.Node

See Also:

Serialized Form

Field Summary

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

classDistributionAtTimeOfCreation, nodeTime, observedClassDistribution, usedNominalAttributes

Constructor Summary

Constructors

Constructor	Description
LearningNode(double[] initialClassObservations)

Method Summary

Modifier and Type	Method	Description
abstract void	learnFromInstance(Instance inst, EFDT ht)

Methods inherited from class moa.AbstractMOAObject

copy, copy, measureByteSize, measureByteSize, toString

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

addToSplitAttempts, calcByteSize, calcByteSizeIncludingSubtree, calculatePromise, describeSubtree, filterInstanceToLeaf, getClassDistributionAtTimeOfCreation, getClassVotes, getDescription, getInfogainSum, getNumSplitAttempts, getObservedClassDistribution, isLeaf, observedClassDistributionIsPure, setInfogainSum, subtreeDepth

Methods inherited from class java.lang.Object

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

Constructor Detail

LearningNode

public LearningNode(double[] initialClassObservations)

Method Detail

learnFromInstance

public abstract void learnFromInstance(Instance inst,
                                       EFDT ht)