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Invoke.SVM_Init

Initializes an SVM model.

Namespace:Avl
Assembly:AvlNet.dll

Syntax

C++
C#
 
public static void SVM_Init
(
	Optional<float> inKernelGamma,
	float inKernelGammaScale,
	float inRegularizationConstant,
	Optional<float> inNu,
	float inStoppingEpsilon,
	bool inUseShrinkingHeuristics,
	Avl.SvmModel outSvmModel
)

Parameters

Name Type Range Default Description
inKernelGammaAtl.Optional<float><0.0001f, INF>0.0001fGamma parameter for Rbf kernel. Default value: 0.0001f.
inKernelGammaScalefloat<0.0001f, INF>1.0fGamma parameter scale. Default value: 1.0f.
inRegularizationConstantfloat<0.0001f, INF>1.0fPreventing overfitting. Default value: 1.0f.
inNuAtl.Optional<float><0.0001f, 1.0f>Tradeoff between training accuracy and number of SV. Default value: atl::NIL.
inStoppingEpsilonfloat<0.0001f, INF>0.001fEpsilon for stopping criterium. Default value: 0.001f.
inUseShrinkingHeuristicsboolTrueMay speed up computations. Default value: True.
outSvmModelAvl.SvmModelOutput model.

See also