SvmKernel Enumeration

Type of SVM kernel function.

Namespace: FinMath.MachineLearning.SVM
Assembly: FinMath (in FinMath.dll) Version: 2.4.7-0a995bd0ea1854c2c868ec3f8dae606c5777e170

Syntax

public enum SvmKernel

Members

Member name	Value	Description
Linear	0	Linear kernel K(x_i,x_j) = {x_i}^T x_j;
Polynomial	1	Polynomial kernel K(x_i,x_j) = ( \gamma {x_i}^T x_j +r ) ^d, \gamma > 0;
RadialBasisFunction	2	Radial basis function kernel K(x_i,x_j) = exp( -\gamma \left \\| {x_i}^T x_j \right \\| ^2 ), \gamma > 0;
Sigmoid	3	Sigmoid kernel K(x_i,x_j) = tanh( \gamma {x_i}^T x_j + r);