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API Docs / Microsoft.VisualBasic.MachineLearning / Model

Model

Full name Microsoft.VisualBasic.MachineLearning.SVM.StorageProcedure.Model Assembly Microsoft.VisualBasic.MachineLearning Members 15

01 Syntax

Microsoft.VisualBasic.MachineLearning.SVM.StorageProcedure.Model

02 Methods

NameOverloadsSummary
CreateJSONModel 1
CreateModel 1

03 Properties

NameOverloadsSummary
parameter 1 Parameter object.
numberOfClasses 1 Number of classes in the model.
supportVectorCount 1 Total number of support vectors.
supportVectors 1 The support vectors.
supportVectorCoefficients 1 The coefficients for the support vectors.
supportVectorIndices 1 Values in [1,...,num_training_data] to indicate SVs in the training set
rho 1 Constants in decision functions
pairwiseProbabilityA 1 First pairwise probability.
pairwiseProbabilityB 1 Second pairwise probability.
classLabels 1 Class labels.
numberOfSVPerClass 1 Number of support vectors per class.
dimensionNames 1
trainingSize 1

04 Members

property parameter #
parameter

Parameter object.

property numberOfClasses #
numberOfClasses

Number of classes in the model.

property supportVectorCount #
supportVectorCount

Total number of support vectors.

property supportVectors #
supportVectors

The support vectors.

property supportVectorCoefficients #
supportVectorCoefficients

The coefficients for the support vectors.

property supportVectorIndices #
supportVectorIndices

Values in [1,...,num_training_data] to indicate SVs in the training set

property rho #
rho

Constants in decision functions

property pairwiseProbabilityA #
pairwiseProbabilityA

First pairwise probability.

property pairwiseProbabilityB #
pairwiseProbabilityB

Second pairwise probability.

property classLabels #
classLabels

Class labels.

property numberOfSVPerClass #
numberOfSVPerClass

Number of support vectors per class.

property dimensionNames #
dimensionNames
property trainingSize #
trainingSize
method CreateJSONModel #
CreateJSONModel(Model)
method CreateModel #
CreateModel()