Package org.biojava.stats.svm

Class SMOTrainer

java.lang.Object

org.biojava.stats.svm.SMOTrainer

public class SMOTrainer
extends Object

Train a support vector machine using the Sequential Minimal Optimization algorithm. See Kernel Methods book.

Author:

Thomas Down, Matthew Pocock

Constructor Summary

Constructors

Constructor	Description
SMOTrainer()

Method Summary

Modifier and Type	Method	Description
double	getC()
double	getEpsilon()
void	setC(double C)
void	setEpsilon(double epsilon)
SVMClassifierModel	trainModel(SVMTarget target, SVMKernel kernel, TrainingListener l)

Methods inherited from class java.lang.Object

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

Constructor Detail

SMOTrainer

public SMOTrainer()

Method Detail

setC

public void setC(double C)

getC

public double getC()

setEpsilon

public void setEpsilon(double epsilon)

getEpsilon

public double getEpsilon()

trainModel

public SVMClassifierModel trainModel(SVMTarget target,
                                     SVMKernel kernel,
                                     TrainingListener l)