org.maochen.nlp.ml.classifier.libsvm

Class LibSVMClassifier

java.lang.Object

org.maochen.nlp.ml.classifier.libsvm.LibSVMClassifier

All Implemented Interfaces:

IClassifier

public class LibSVMClassifier
extends Object
implements IClassifier

Created by mguan on 5/11/16.

Field Summary

Fields

Modifier and Type	Field and Description
libsvm.svm_parameter	para

Constructor Summary

Constructors

Constructor and Description
LibSVMClassifier()

Method Summary

Modifier and Type	Method and Description
libsvm.svm_parameter	getDefaultPara()
void	loadModel(InputStream modelIs)
void	persistModel(String modelFile)
Map<String,Double>	predict(Tuple predict)
void	setParameter(Properties props)
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

para

public libsvm.svm_parameter para

Constructor Detail

LibSVMClassifier

public LibSVMClassifier()

Method Detail

getDefaultPara

public libsvm.svm_parameter getDefaultPara()

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(Properties props)

Specified by:

setParameter in interface IClassifier

persistModel

public void persistModel(String modelFile)
                  throws IOException

Specified by:

persistModel in interface IClassifier

Throws:

IOException

loadModel

public void loadModel(InputStream modelIs)

Specified by:

loadModel in interface IClassifier