KernelType

Full name Microsoft.VisualBasic.MachineLearning.SVM.KernelType Assembly Microsoft.VisualBasic.MachineLearning Members 10

Contains the various kernel types this library can use.

01 Syntax

Microsoft.VisualBasic.MachineLearning.SVM.KernelType

02 Fields

Name	Overloads	Summary
LINEAR	2	Linear: u'*v
POLY	2	Polynomial: (gammau'v + coef0)^degree
RBF	2	Radial basis function: exp(-gamma*\|u-v\|^2)
SIGMOID	2	Sigmoid: tanh(gammau'v + coef0)
PRECOMPUTED	2	Precomputed kernel

03 Members

field LINEAR #

LINEAR

Linear: u'*v

field POLY #

POLY

Polynomial: (gammau'v + coef0)^degree

field RBF #

RBF

Radial basis function: exp(-gamma*|u-v|^2)

field SIGMOID #

SIGMOID

Sigmoid: tanh(gammau'v + coef0)

field PRECOMPUTED #

PRECOMPUTED

Precomputed kernel

field LINEAR overload 2 #

LINEAR

field POLY overload 2 #

POLY

field RBF overload 2 #

RBF

field SIGMOID overload 2 #

SIGMOID

field PRECOMPUTED overload 2 #

PRECOMPUTED