Package org.biojava.stats.svm

Class SMORegressionTrainer

java.lang.Object

org.biojava.stats.svm.SMORegressionTrainer

public class SMORegressionTrainer
extends Object

Train a regression support vector machine using the Sequential Minimal Optimization algorithm. See "A Tutorial on Support Vector Regression" by Smola and Scholkopf.

WARNING: This doesn't work right now -- use and fix (both at own risk...)

Author:

Matthew Pocock, Thomas Down

Constructor Summary

Constructors

Constructor	Description
SMORegressionTrainer()

Method Summary

Modifier and Type	Method	Description
void	setC(double C)
void	setEpsilon(double epsilon)
void	trainModel(SVMRegressionModel m, double[] t)

Methods inherited from class java.lang.Object

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

Constructor Detail

SMORegressionTrainer

public SMORegressionTrainer()

Method Detail

setC

public void setC(double C)

setEpsilon

public void setEpsilon(double epsilon)

trainModel

public void trainModel(SVMRegressionModel m,
                       double[] t)