edu.nyu.jet.hmm

Class WordFeatureHMMemitter

java.lang.Object

edu.nyu.jet.hmm.HMMemitter

edu.nyu.jet.hmm.WordFeatureHMMemitter

public class WordFeatureHMMemitter
extends HMMemitter

an HMMemitter, using statistics for exact token match (including case), for token match (ignoring case), and for word 'shape'.

Field Summary

Fields inherited from class edu.nyu.jet.hmm.HMMemitter

hmm, stateName

Constructor Summary

Constructors

Constructor and Description
WordFeatureHMMemitter()

Method Summary

Methods

Modifier and Type	Method and Description
void	computeProbabilities() computate probabilities of emission from counts.
double	getProbability(String token, String priorToken, FeatureSet fs) returns the probability that the current HMM state will emit token token with FeatureSet fs.
void	print() print the information about emission from this state to System.out.
void	resetForTraining() initialize the emitter prior to training.
void	setCacheCount(String type, int n)
void	store(PrintWriter stream) write the information about emission from this state in a form which can be read by HMM.load(java.io.Reader).
void	trainOnInstances(String token, String priorToken, int n) update emission counts to indicate that String token appeared n times as an output of the current state.

Methods inherited from class java.lang.Object

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

Constructor Detail

WordFeatureHMMemitter

public WordFeatureHMMemitter()

Method Detail

resetForTraining

public void resetForTraining()

Description copied from class: HMMemitter

initialize the emitter prior to training. This method should be called before any calls on HMMemitter.trainOnInstances(java.lang.String, java.lang.String, int).

Specified by:

resetForTraining in class HMMemitter

setCacheCount

public void setCacheCount(String type,
                 int n)

Overrides:

setCacheCount in class HMMemitter

trainOnInstances

public void trainOnInstances(String token,
                    String priorToken,
                    int n)

Description copied from class: HMMemitter

update emission counts to indicate that String token appeared n times as an output of the current state.

Specified by:

trainOnInstances in class HMMemitter

computeProbabilities

public void computeProbabilities()

Description copied from class: HMMemitter

computate probabilities of emission from counts. This method will be called after all calls on HMMemitter.trainOnInstances(java.lang.String, java.lang.String, int) and before calls on HMMemitter.getProbability(java.lang.String, java.lang.String, edu.nyu.jet.lisp.FeatureSet).

Specified by:

computeProbabilities in class HMMemitter

getProbability

public double getProbability(String token,
                    String priorToken,
                    FeatureSet fs)

Description copied from class: HMMemitter

returns the probability that the current HMM state will emit token token with FeatureSet fs.

Specified by:

getProbability in class HMMemitter

print

public void print()

Description copied from class: HMMemitter

print the information about emission from this state to System.out.

Specified by:

print in class HMMemitter

store

public void store(PrintWriter stream)

Description copied from class: HMMemitter

write the information about emission from this state in a form which can be read by HMM.load(java.io.Reader).

Specified by:

store in class HMMemitter