moa.classifiers.multilabel

Class MultilabelHoeffdingTree.MultilabelLearningNodeClassifier

java.lang.Object

moa.AbstractMOAObject

moa.classifiers.trees.HoeffdingTree.Node

moa.classifiers.trees.HoeffdingTree.LearningNode

moa.classifiers.trees.HoeffdingTree.ActiveLearningNode

moa.classifiers.multilabel.HoeffdingTreeClassifLeaves.LearningNodeClassifier

moa.classifiers.multilabel.MultilabelHoeffdingTree.MultilabelLearningNodeClassifier

All Implemented Interfaces:

Serializable, MOAObject

Enclosing class:

MultilabelHoeffdingTree

public class MultilabelHoeffdingTree.MultilabelLearningNodeClassifier
extends HoeffdingTreeClassifLeaves.LearningNodeClassifier

See Also:

Serialized Form

Field Summary

Fields inherited from class moa.classifiers.multilabel.HoeffdingTreeClassifLeaves.LearningNodeClassifier

classifier

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

attributeObservers, isInitialized, weightSeenAtLastSplitEvaluation

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

observedClassDistribution

Constructor Summary

Constructors

Constructor and Description
MultilabelHoeffdingTree.MultilabelLearningNodeClassifier(double[] initialClassObservations, Classifier cl, MultilabelHoeffdingTree ht)

Method Summary

Methods

Modifier and Type	Method and Description
void	disableAttribute(int attIndex)
Classifier	getClassifier()
double[]	getClassVotes(weka.core.Instance inst, HoeffdingTree ht)
void	learnFromInstance(weka.core.Instance mlinst, HoeffdingTree ht)

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, isLeaf, observedClassDistributionIsPure, subtreeDepth

Methods inherited from class moa.AbstractMOAObject

copy, copy, measureByteSize, measureByteSize, toString

Methods inherited from class java.lang.Object

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

Constructor Detail

MultilabelHoeffdingTree.MultilabelLearningNodeClassifier

public MultilabelHoeffdingTree.MultilabelLearningNodeClassifier(double[] initialClassObservations,
                                                        Classifier cl,
                                                        MultilabelHoeffdingTree ht)

Method Detail

getClassVotes

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

Overrides:

getClassVotes in class HoeffdingTreeClassifLeaves.LearningNodeClassifier

disableAttribute

public void disableAttribute(int attIndex)

Overrides:

disableAttribute in class HoeffdingTreeClassifLeaves.LearningNodeClassifier

getClassifier

public Classifier getClassifier()

Overrides:

getClassifier in class HoeffdingTreeClassifLeaves.LearningNodeClassifier

learnFromInstance

public void learnFromInstance(weka.core.Instance mlinst,
                     HoeffdingTree ht)

Overrides:

learnFromInstance in class HoeffdingTreeClassifLeaves.LearningNodeClassifier