org.biojava.stats.svm
Class SMOTrainer

java.lang.Object
  |
  +--org.biojava.stats.svm.SMOTrainer

public class SMOTrainer

extends java.lang.Object

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

Author:

Thomas Down, Matthew Pocock

Constructor Summary

SMOTrainer()

Method Summary

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)