Uses of Class
edu.umass.cs.mallet.base.classify.ClassifierTrainer

Packages that use ClassifierTrainer

Package	Description
edu.umass.cs.mallet.base.classify
edu.umass.cs.mallet.base.pipe
edu.umass.cs.mallet.projects.seg_plus_coref.condclust.cluster

Uses of ClassifierTrainer in edu.umass.cs.mallet.base.classify

Subclasses of ClassifierTrainer in edu.umass.cs.mallet.base.classify

Modifier and Type	Class and Description
class	AdaBoostM2Trainer This version of AdaBoost can handle multi-class problems.
class	AdaBoostTrainer This version of AdaBoost should be used only for binary classification.
class	BaggingTrainer Bagging Trainer.
class	BalancedWinnowTrainer An implementation of the training methods of a BalancedWinnow on-line classifier.
class	C45Trainer A C4.5 decision tree learner, approximtely.
class	ConfidencePredictingClassifierTrainer
class	DecisionTreeTrainer A decision tree learner, roughly ID3.
class	FeatureSelectingClassifierTrainer Adaptor for adding feature selection to a classifier trainer.
class	IncrementalClassifierTrainer Adds the notion of incremental training to a ClassifierTrainer, through the availability of incrementalTrain() methods, which parallel the train() methods.
class	MaxEntTrainer The trainer for a Maximum Entropy classifier.
class	MCMaxEntTrainer The trainer for a Maximum Entropy classifier.
class	NaiveBayesTrainer Class used to generate a NaiveBayes classifier from a set of training data.
class	WinnowTrainer An implementation of the training methods of a Winnow2 on-line classifier.

Constructors in edu.umass.cs.mallet.base.classify with parameters of type ClassifierTrainer

Constructor and Description
AdaBoostM2Trainer(ClassifierTrainer weakLearner)
AdaBoostM2Trainer(ClassifierTrainer weakLearner, int numRounds)
AdaBoostTrainer(ClassifierTrainer weakLearner)
AdaBoostTrainer(ClassifierTrainer weakLearner, int numRounds)
BaggingTrainer(ClassifierTrainer underlyingTrainer)
BaggingTrainer(ClassifierTrainer underlyingTrainer, int numBags)
ConfidencePredictingClassifierTrainer(ClassifierTrainer underlyingClassifierTrainer)
ConfidencePredictingClassifierTrainer(ClassifierTrainer underlyingClassifierTrainer, Pipe confidencePredictingPipe)
FeatureSelectingClassifierTrainer(ClassifierTrainer underlyingTrainer, FeatureSelector featureSelector)

Uses of ClassifierTrainer in edu.umass.cs.mallet.base.pipe

Constructors in edu.umass.cs.mallet.base.pipe with parameters of type ClassifierTrainer

Constructor and Description
TokenClassifiers(ClassifierTrainer trainer, InstanceList trainList, int randSeed, int numCV)

Uses of ClassifierTrainer in edu.umass.cs.mallet.projects.seg_plus_coref.condclust.cluster

Constructors in edu.umass.cs.mallet.projects.seg_plus_coref.condclust.cluster with parameters of type ClassifierTrainer

Constructor and Description
ConditionalClustererTrainer(Pipe _p, ClassifierTrainer _classifierTrainer)
ConditionalClustererTrainer(Pipe _p, ClassifierTrainer _classifierTrainer, double _threshold)