IKernel Interface

Kernel function interface.

Namespace: Accord.Statistics.Kernels
Assembly: Accord.Statistics (in Accord.Statistics.dll) Version: 3.8.0

Syntax

public interface IKernel : IKernel<double[]>

Public Interface IKernel
	Inherits IKernel(Of Double())

The IKernel type exposes the following members.

Methods

	Name	Description
	Function	The kernel function. (Inherited from IKernelT.)

Extension Methods

	Name	Description
	Distance	Computes the kernel distance for a kernel function even if it doesn't implement the IDistance interface. Can be used to check the proper implementation of the distance function. (Defined by Tools.)

Remarks

In Machine Learning and statistics, a Kernel is a function that returns the value of the dot product between the images of the two arguments.

k(x,y) = ‹S(x),S(y)›

References: