Catalano.Statistics.Kernels

Class Spline

java.lang.Object

Catalano.Statistics.Kernels.Spline

All Implemented Interfaces:

IMercerKernel<double[]>, java.io.Serializable

public class Spline
extends java.lang.Object
implements IMercerKernel<double[]>

Spline Kernel. The Spline kernel is given as a piece-wise cubic polynomial, as derived in the works by Gunn (1998).

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
Spline() Constructs a new Spline kernel.

Method Summary

Modifier and Type	Method and Description
double	Function(double[] x, double[] y) The kernel function.

Methods inherited from class java.lang.Object

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

Constructor Detail

Spline

public Spline()

Constructs a new Spline kernel.

Method Detail

Function

public double Function(double[] x,
                       double[] y)

Description copied from interface: IMercerKernel

The kernel function.

Specified by:

Function in interface IMercerKernel<double[]>

Parameters:

x - Vector x in input space.

y - Vector y in input space.

Returns:

Dot product in feature (kernel) space.