Package edu.umass.cs.mallet.base.fst

Transducers, including Conditional Random Fields (CRFs).

See:
          Description

Class Summary
CRF  
CRF_PL A CRF trained by pseudolikelihood.
CRF_PL.State  
CRF2  
CRF3  
CRF3.State  
CRF3.TransitionIterator  
CRF4  
CRF4.State  
CRF4.TransitionIterator  
CRFByGISUpdate  
CRFByGISUpdate.State  
CRFByGISUpdate.TransitionIterator  
FeatureTransducer  
HMM Hidden Markov Model
HMM.State  
HMM.TransitionIterator  
InstanceAccuracyEvaluator Reports the percentage of instances for which the entire predicted sequence was correct.
MEMM  
MEMM.State  
MEMM.TransitionIterator  
MultiSegmentationEvaluator  
PerClassAccuracyEvaluator  
Segment Represents a labelled chunk of a Sequence segmented by a Transducer, usually corresponding to some object extracted from an input Sequence.
SegmentationEvaluator  
SimpleTagger This class's main method trains, tests, or runs a generic CRF-based sequence tagger.
SimpleTagger.SimpleTaggerSentence2FeatureVectorSequence Converts an external encoding of a sequence of elements with binary features to a FeatureVectorSequence.
TokenAccuracyEvaluator  
Transducer  
Transducer.State  
Transducer.TransitionIterator  
TransducerEvaluator  
 

Package edu.umass.cs.mallet.base.fst Description

Transducers, including Conditional Random Fields (CRFs).