SMORegressionTrainer (BioJava-1.5-beta API)
Keywords: org.biojava.stats.svm.SMORegressionTrainer class

Overview | Package | Class | Use | Tree | Deprecated | Index | Help
PREV CLASS NEXT CLASS | FRAMES NO FRAMES
SUMMARY: NESTED | FIELD | CONSTR | METHOD | DETAIL: FIELD | CONSTR | METHOD

## 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
`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)

Overview | Package | Class | Use | Tree | Deprecated | Index | Help
PREV CLASS NEXT CLASS | FRAMES NO FRAMES
SUMMARY: NESTED | FIELD | CONSTR | METHOD | DETAIL: FIELD | CONSTR | METHOD