SMOTrainer (biojava-legacy 1.9.7 API)

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 Details
- SMOTrainer
  
  public SMOTrainer()
Method Details
- 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)