SciLib.Neuro.SVM
Class GaussianRBFKernel

java.lang.Object
  SciLib.Neuro.SVM.KernelHandler
      SciLib.Neuro.SVM.GaussianRBFKernel

All Implemented Interfaces:

Kernel

public class GaussianRBFKernel
extends KernelHandler
implements Kernel

Field Summary

Fields inherited from class SciLib.Neuro.SVM.KernelHandler

lambda

Constructor Summary

GaussianRBFKernel()

GaussianRBFKernel(double lambda)

Method Summary

double	kernel(matrix patterns, int i1, int i2)
double	kernel(matrix patterns, int i1, vector x)
int	kernelType()

Methods inherited from class SciLib.Neuro.SVM.KernelHandler

getParameter, setParameter

Methods inherited from class java.lang.Object

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

Methods inherited from interface SciLib.Neuro.SVM.Kernel

getParameter, setParameter

Constructor Detail

GaussianRBFKernel

public GaussianRBFKernel(double lambda)

GaussianRBFKernel

public GaussianRBFKernel()

Method Detail

kernelType

public int kernelType()

Specified by:

kernelType in interface Kernel

Overrides:

kernelType in class KernelHandler

kernel

public double kernel(matrix patterns,
                     int i1,
                     int i2)

Specified by:

kernel in interface Kernel

Overrides:

kernel in class KernelHandler

kernel

public double kernel(matrix patterns,
                     int i1,
                     vector x)

Specified by:

kernel in interface Kernel

Overrides:

kernel in class KernelHandler