Package cc.mallet.classify

Class ConfidencePredictingClassifier

java.lang.Object

cc.mallet.classify.Classifier

cc.mallet.classify.ConfidencePredictingClassifier

All Implemented Interfaces:

AlphabetCarrying, java.io.Serializable

public class ConfidencePredictingClassifier
extends Classifier

See Also:

Serialized Form

Field Summary

Fields inherited from class cc.mallet.classify.Classifier

instancePipe

Constructor Summary

Constructors

Constructor	Description
ConfidencePredictingClassifier(Classifier underlyingClassifier, Classifier confidencePredictingClassifier)

Method Summary

Modifier and Type	Method	Description
Classification	classify(Instance instance)
double	meanCorrect()
double	meanIncorrect()
void	printAverageScores()
void	printConfidenceAccuracy()

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

ConfidencePredictingClassifier

public ConfidencePredictingClassifier(Classifier underlyingClassifier,
                                      Classifier confidencePredictingClassifier)

Method Detail

classify

public Classification classify(Instance instance)

Specified by:

classify in class Classifier

printAverageScores

public void printAverageScores()

printConfidenceAccuracy

public void printConfidenceAccuracy()

meanCorrect

public double meanCorrect()

meanIncorrect

public double meanIncorrect()