C# Class numl.Math.Kernels.PolyKernel

Polynomial kernel of arbitrary dimension.
Inheritance: IKernel
Afficher le fichier Open project: sethjuarez/numl

Méthodes publiques

Méthode 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 méthode

Computes polynomial kernel of the specified degree (in Dimension)
public Compute ( Matrix m ) : Matrix
m Matrix Input Matrix.
Résultat Matrix

Compute() public méthode

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.
Résultat double

PolyKernel() public méthode

public PolyKernel ( ) : System
Résultat System

PolyKernel() public méthode

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

Project() public méthode

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.
Résultat numl.Math.LinearAlgebra.Vector