Emgu CV Library Documentation
SVM_KERNEL_TYPE Enumeration
NamespacesEmgu.CV.ML.MlEnumSVM_KERNEL_TYPE

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SVM kernel type
Declaration Syntax
C#Visual BasicVisual C++
public enum SVM_KERNEL_TYPE
Public Enumeration SVM_KERNEL_TYPE
public enum class SVM_KERNEL_TYPE
Members
MemberDescription
LINEAR
No mapping is done, linear discrimination (or regression) is done in the original feature space. It is the fastest option. d(x,y) = x y == (x,y)

POLY
polynomial kernel: d(x,y) = (gamma*(xy)+coef0)^degree

RBF
Radial-basis-function kernel; a good choice in most cases: d(x,y) = exp(-gamma*|x-y|^2)

SIGMOID
sigmoid function is used as a kernel: d(x,y) = tanh(gamma*(xy)+coef0)

Assembly: Emgu.CV.ML (Module: Emgu.CV.ML) Version: 1.0.0.0 (1.0.0.0)