C# Class numl.Math.Kernels.PolyKernel

Polynomial kernel of arbitrary dimension.

Inheritance: IKernel

ファイルを表示 Open project: sethjuarez/numl

Public Methods

Method	Description
Compute ( Matrix m ) : Matrix	Computes polynomial kernel of the specified degree (in Dimension)
Compute ( Vector v1, Vector v2 ) : double	Computes the polynomial kernel function between the two input vectors.
PolyKernel ( ) : System
PolyKernel ( double dimension ) : System	ctor.
Project ( Matrix m, Vector x ) : Vector	Projects vector into polynomial kernel space.

Method Details

Compute() public method

Computes polynomial kernel of the specified degree (in Dimension)

public Compute ( Matrix m ) : Matrix
m	Matrix	Input Matrix.
return	Matrix

Compute() public method

Computes the polynomial kernel function between the two input vectors.

public Compute ( Vector v1, Vector v2 ) : double
v1	numl.Math.LinearAlgebra.Vector	Vector one.
v2	numl.Math.LinearAlgebra.Vector	Vector two.
return	double

PolyKernel() public method

public PolyKernel ( ) : System
return	System

PolyKernel() public method

ctor.

public PolyKernel ( double dimension ) : System
dimension	double	Polynomial Kernel Dimension.
return	System

Project() public method

Projects vector into polynomial kernel space.

public Project ( Matrix m, Vector x ) : Vector
m	Matrix	Polynomial Kernel Matrix.
x	numl.Math.LinearAlgebra.Vector	Vector in original space.
return	numl.Math.LinearAlgebra.Vector