Package cc.mallet.classify

Class BaggingClassifier

java.lang.Object

cc.mallet.classify.Classifier

cc.mallet.classify.BaggingClassifier

All Implemented Interfaces:

AlphabetCarrying, java.io.Serializable

public class BaggingClassifier
extends Classifier

Author:

Andrew McCallum mccallum@cs.umass.edu

See Also:

Serialized Form

Field Summary

Fields inherited from class cc.mallet.classify.Classifier

instancePipe

Constructor Summary

Constructors

Constructor	Description
BaggingClassifier(Pipe instancePipe, Classifier[] baggedClassifiers)

Method Summary

Modifier and Type	Method	Description
Classification	classify(Instance inst)

Methods inherited from class cc.mallet.classify.Classifier

alphabetsMatch, classify, classify, classify, getAccuracy, getAlphabet, getAlphabets, getAverageRank, getF1, getF1, getF1, getFeatureSelection, getInstancePipe, getLabelAlphabet, getPerClassFeatureSelection, getPrecision, getPrecision, getPrecision, getRecall, getRecall, getRecall, print, print

Methods inherited from class java.lang.Object

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

Constructor Detail

BaggingClassifier

public BaggingClassifier(Pipe instancePipe,
                         Classifier[] baggedClassifiers)

Method Detail

classify

public Classification classify(Instance inst)

Specified by:

classify in class Classifier