org.biojava.stats.svm
Class SMORegressionTrainer

java.lang.Object
  extended by 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
SMORegressionTrainer()
           
 
Method Summary
 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)