ILinearT Interface

Kernel function interface.

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

Syntax

public interface ILinear<T> : IKernel<T>

Public Interface ILinear(Of T)
	Inherits IKernel(Of T)

The ILinearT type exposes the following members.

Methods

	Name	Description
	Add	Elementwise addition of a and b, storing in result.
	Compress	Compress a set of support vectors and weights into a single parameter vector.
	CreateVector	Creates an input vector from the given double values.
	Function(T, T)	The kernel function. (Inherited from IKernelT.)
	Function(Double, T)	The kernel function.
	GetLength	Gets the number of parameters in the input vectors.
	Product(Double, T, Double)	Elementwise multiplication of scalar a and vector b, accumulating in result.
	Product(Double, T, Double)	Elementwise multiplication of vector a and vector b, accumulating in result.
	ToDouble	Converts the input vectors to a double-precision representation.

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:

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