net.sf.tweety.machinelearning.svm

Class SupportVectorMachine

java.lang.Object

net.sf.tweety.machinelearning.svm.SupportVectorMachine

All Implemented Interfaces:

Classifier

public class SupportVectorMachine
extends java.lang.Object
implements Classifier

Realizes a support vector machine classifier utilizing LIBSVM.

Author:

Matthias Thimm

Field Summary

Fields

Modifier and Type	Field and Description
private libsvm.svm_model	model The actual libsvm model.

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	SupportVectorMachine(libsvm.svm_model model) Creates a new SVM from the given libsvm model.

Method Summary

Modifier and Type	Method and Description
Category	classify(Observation obs) Classifies the given observation.

Methods inherited from class java.lang.Object

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

Field Detail

model

private libsvm.svm_model model

The actual libsvm model.

Constructor Detail

SupportVectorMachine

protected SupportVectorMachine(libsvm.svm_model model)

Creates a new SVM from the given libsvm model.

Parameters:

model - a libsvm model.

Method Detail

classify

public Category classify(Observation obs)

Description copied from interface: Classifier

Classifies the given observation.

Specified by:

classify in interface Classifier

Parameters:

obs - some observation.

Returns:

The category of the observation.