Package cc.mallet.classify

Class ConfidencePredictingClassifierTrainer

java.lang.Object

cc.mallet.classify.ClassifierTrainer<ConfidencePredictingClassifier>

cc.mallet.classify.ConfidencePredictingClassifierTrainer

All Implemented Interfaces:

Boostable

public class ConfidencePredictingClassifierTrainer
extends ClassifierTrainer<ConfidencePredictingClassifier>
implements Boostable

Nested Class Summary

Nested classes/interfaces inherited from class cc.mallet.classify.ClassifierTrainer

ClassifierTrainer.ByActiveLearning<C extends Classifier>, ClassifierTrainer.ByIncrements<C extends Classifier>, ClassifierTrainer.ByInstanceIncrements<C extends Classifier>, ClassifierTrainer.ByOptimization<C extends Classifier>, ClassifierTrainer.Factory<CT extends ClassifierTrainer<? extends Classifier>>

Field Summary

Fields inherited from class cc.mallet.classify.ClassifierTrainer

finishedTraining, validationSet

Constructor Summary

Constructors

Constructor	Description
ConfidencePredictingClassifierTrainer(ClassifierTrainer underlyingClassifierTrainer, InstanceList validationSet)
ConfidencePredictingClassifierTrainer(ClassifierTrainer underlyingClassifierTrainer, InstanceList validationSet, Pipe confidencePredictingPipe)

Method Summary

Modifier and Type	Method	Description
ConfidencePredictingClassifier	getClassifier()
ConfidencePredictingClassifier	train(InstanceList trainList)

Methods inherited from class cc.mallet.classify.ClassifierTrainer

getValidationInstances, isFinishedTraining, setValidationInstances

Methods inherited from class java.lang.Object

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

Constructor Detail

ConfidencePredictingClassifierTrainer

public ConfidencePredictingClassifierTrainer(ClassifierTrainer underlyingClassifierTrainer,
                                             InstanceList validationSet,
                                             Pipe confidencePredictingPipe)

ConfidencePredictingClassifierTrainer

public ConfidencePredictingClassifierTrainer(ClassifierTrainer underlyingClassifierTrainer,
                                             InstanceList validationSet)

Method Detail

getClassifier

public ConfidencePredictingClassifier getClassifier()

Specified by:

getClassifier in class ClassifierTrainer<ConfidencePredictingClassifier>

train

public ConfidencePredictingClassifier train(InstanceList trainList)

Specified by:

train in class ClassifierTrainer<ConfidencePredictingClassifier>