org.maochen.nlp.ml.classifier.maxent

Class MaxEntClassifier

java.lang.Object

org.maochen.nlp.ml.classifier.maxent.MaxEntClassifier

All Implemented Interfaces:

org.maochen.nlp.ml.IClassifier

Direct Known Subclasses:

SentenceTypeTagger

public class MaxEntClassifier
extends Object
implements org.maochen.nlp.ml.IClassifier

Constructor Summary

Constructors

Constructor and Description
MaxEntClassifier()

Method Summary

Modifier and Type	Method and Description
void	loadModel(InputStream modelPath)
void	persistModel(String modelPath)
Map<String,Double>	predict(String[] feats)
Map<String,Double>	predict(org.maochen.nlp.ml.Tuple predict)
void	setParameter(Properties paraMap)
org.maochen.nlp.ml.IClassifier	train(List<org.maochen.nlp.ml.Tuple> trainingData)
MaxEntClassifier	trainString(List<String[]> trainingData)

Methods inherited from class java.lang.Object

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

Constructor Detail

MaxEntClassifier

public MaxEntClassifier()

Method Detail

trainString

public MaxEntClassifier trainString(List<String[]> trainingData)

predict

public Map<String,Double> predict(String[] feats)

train

public org.maochen.nlp.ml.IClassifier train(List<org.maochen.nlp.ml.Tuple> trainingData)

Specified by:

train in interface org.maochen.nlp.ml.IClassifier

predict

public Map<String,Double> predict(org.maochen.nlp.ml.Tuple predict)

Specified by:

predict in interface org.maochen.nlp.ml.IClassifier

setParameter

public void setParameter(Properties paraMap)

Specified by:

setParameter in interface org.maochen.nlp.ml.IClassifier

persistModel

public void persistModel(String modelPath)
                  throws IOException

Specified by:

persistModel in interface org.maochen.nlp.ml.IClassifier

Throws:

IOException

loadModel

public void loadModel(InputStream modelPath)

Specified by:

loadModel in interface org.maochen.nlp.ml.IClassifier