Package cc.mallet.fst.semi_supervised

Class CRFTrainerByLikelihoodAndGE

java.lang.Object

cc.mallet.fst.TransducerTrainer

cc.mallet.fst.semi_supervised.CRFTrainerByLikelihoodAndGE

public class CRFTrainerByLikelihoodAndGE
extends TransducerTrainer

Nested Class Summary

Nested classes/interfaces inherited from class cc.mallet.fst.TransducerTrainer

TransducerTrainer.ByIncrements, TransducerTrainer.ByInstanceIncrements, TransducerTrainer.ByOptimization

Constructor Summary

Constructors

Constructor	Description
CRFTrainerByLikelihoodAndGE(CRF crf, java.util.ArrayList<GEConstraint> constraints, StateLabelMap map)

Method Summary

Modifier and Type	Method	Description
int	getIteration()
Transducer	getTransducer()
boolean	isFinishedTraining()
void	setGaussianPriorVariance(double gpv)
void	setGEWeight(double weight)
void	setInitSupervised(boolean flag)
void	setNumThreads(int numThreads)
void	setSupervisedIterations(int iterations)
boolean	train(InstanceList trainingSet, int numIterations)	Train the transducer associated with this TransducerTrainer.
boolean	train(InstanceList trainingSet, InstanceList unlabeledSet, int numIterations)

Methods inherited from class cc.mallet.fst.TransducerTrainer

addEvaluator, addEvaluators, removeEvaluator, runEvaluators, train

Methods inherited from class java.lang.Object

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

Constructor Detail

CRFTrainerByLikelihoodAndGE

public CRFTrainerByLikelihoodAndGE(CRF crf,
                                   java.util.ArrayList<GEConstraint> constraints,
                                   StateLabelMap map)

Method Detail

setGEWeight

public void setGEWeight(double weight)

setGaussianPriorVariance

public void setGaussianPriorVariance(double gpv)

setInitSupervised

public void setInitSupervised(boolean flag)

setSupervisedIterations

public void setSupervisedIterations(int iterations)

setNumThreads

public void setNumThreads(int numThreads)

getTransducer

public Transducer getTransducer()

Specified by:

getTransducer in class TransducerTrainer

getIteration

public int getIteration()

Specified by:

getIteration in class TransducerTrainer

isFinishedTraining

public boolean isFinishedTraining()

Specified by:

isFinishedTraining in class TransducerTrainer

train

public boolean train(InstanceList trainingSet,
                     InstanceList unlabeledSet,
                     int numIterations)

train

public boolean train(InstanceList trainingSet,
                     int numIterations)

Description copied from class: TransducerTrainer

Train the transducer associated with this TransducerTrainer. You should be able to call this method with different trainingSet objects. Whether this causes the TransducerTrainer to combine both trainingSets or to view the second as a new alternative is at the discretion of the particular TransducerTrainer subclass involved.

Specified by:

train in class TransducerTrainer