SVM_Init


Initializes an SVM model.

Syntax

C++
C#
Python
 
def SVM_Init(
	outSvmModel: SvmModel,
	/,
	*,
	inKernelGamma: float | None = 0.0001,
	inKernelGammaScale: float = 1.0,
	inRegularizationConstant: float = 1.0,
	inNu: float | None = None,
	inStoppingEpsilon: float = 0.001,
	inUseShrinkingHeuristics: bool = True
)
-> None

Parameters

Name Type Range Default Description
Input value inKernelGamma float | None 0.0001 - 0.0001 Gamma parameter for Rbf kernel
Input value inKernelGammaScale float 0.0001 - 1.0 Gamma parameter scale
Input value inRegularizationConstant float 0.0001 - 1.0 Preventing overfitting
Input value inNu float | None 0.0001 - 1.0 None Tradeoff between training accuracy and number of SV
Input value inStoppingEpsilon float 0.0001 - 0.001 Epsilon for stopping criterium
Input value inUseShrinkingHeuristics bool True May speed up computations
Output value outSvmModel SvmModel Output model