org.biojava.stats.svm

Class SVMRegressionModel

java.lang.Object

org.biojava.stats.svm.SVMRegressionModel

public class SVMRegressionModel
extends Object

Author:

Matthew Pocock, Thomas Down

Constructor Summary

Constructors

Constructor and Description
SVMRegressionModel()
SVMRegressionModel(int capacity)

Method Summary

Methods

Modifier and Type	Method and Description
void	addVector(Object v)
void	addVector(Object v, double alpha, double alphaStar)
void	calcKernel()
double	classify(Object v)
double	getAlpha(int pos)
double	getAlphaStar(int pos)
SVMKernel	getKernel()
double	getKernelValue(int i, int j)
double	getThreshold()
Object	getVector(int pos)
double	internalClassify(int obj)
void	setAlpha(int pos, double a)
void	setAlphaStar(int pos, double a)
void	setKernel(SVMKernel k)
void	setThreshold(double t)
int	size()

Methods inherited from class java.lang.Object

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

Constructor Detail

SVMRegressionModel

public SVMRegressionModel()

SVMRegressionModel

public SVMRegressionModel(int capacity)

Method Detail

getKernel

public SVMKernel getKernel()

setKernel

public void setKernel(SVMKernel k)

getThreshold

public double getThreshold()

setThreshold

public void setThreshold(double t)

addVector

public void addVector(Object v,
             double alpha,
             double alphaStar)

addVector

public void addVector(Object v)

size

public int size()

getVector

public Object getVector(int pos)

getAlpha

public double getAlpha(int pos)

setAlpha

public void setAlpha(int pos,
            double a)

getAlphaStar

public double getAlphaStar(int pos)

setAlphaStar

public void setAlphaStar(int pos,
                double a)

classify

public double classify(Object v)

internalClassify

public double internalClassify(int obj)

calcKernel

public void calcKernel()

getKernelValue

public double getKernelValue(int i,
                    int j)