BaseSupportVectorRegressionTModel, TKernel, TInputEpsilon Property

Insensitivity zone ε. Increasing the value of ε can result in fewer support vectors in the created model. Default value is 1e-3.

Namespace: Accord.MachineLearning.VectorMachines.Learning
Assembly: Accord.MachineLearning (in Accord.MachineLearning.dll) Version: 3.8.0

Syntax

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public double Epsilon { get; set; }

Public Property Epsilon As Double
	Get
	Set

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Property Value

Type: Double

Remarks

Parameter ε controls the width of the ε-insensitive zone, used to fit the training data. The value of ε can affect the number of support vectors used to construct the regression function. The bigger ε, the fewer support vectors are selected. On the other hand, bigger ε-values results in more flat estimates.

Reference

BaseSupportVectorRegressionTModel, TKernel, TInput Class

Accord.MachineLearning.VectorMachines.Learning Namespace

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Property Value

Reference

BaseSupportVectorRegressionTModel, TKernel, TInputEpsilon Property