org.maochen.nlp.classifier.perceptron

Class PerceptronClassifier

java.lang.Object

org.maochen.nlp.classifier.perceptron.PerceptronClassifier

All Implemented Interfaces:

IClassifier

public class PerceptronClassifier
extends Object
implements IClassifier

Created by Maochen on 6/5/15.

Field Summary

Fields

Modifier and Type	Field and Description
protected PerceptronModel	model

Constructor Summary

Constructors

Constructor and Description
PerceptronClassifier()

Method Summary

Modifier and Type	Method and Description
static void	main(String[] args)
void	onlineTrain(double[] x, int labelIndex)
Map<String,Double>	predict(Tuple predict)
void	setParameter(Map<String,String> paraMap)
IClassifier	train(List<Tuple> trainingData)

Methods inherited from class java.lang.Object

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

Field Detail

model

protected PerceptronModel model

Constructor Detail

PerceptronClassifier

public PerceptronClassifier()

Method Detail

onlineTrain

public void onlineTrain(double[] x,
                        int labelIndex)

train

public IClassifier train(List<Tuple> trainingData)

Specified by:

train in interface IClassifier

predict

public Map<String,Double> predict(Tuple predict)

Specified by:

predict in interface IClassifier

setParameter

public void setParameter(Map<String,String> paraMap)

Specified by:

setParameter in interface IClassifier

main

public static void main(String[] args)
                 throws FileNotFoundException

Throws:

FileNotFoundException