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AVS.SVM_Init Method
Initializes an SVM model.
| Namespace: | AvlNet |
|---|---|
| Assembly: | AVL.NET.dll |
Syntax
public static void SVM_Init ( float? inKernelGamma, float inKernelGammaScale, float inRegularizationConstant, float? inNu, float inStoppingEpsilon, bool inUseShrinkingHeuristics, AvlNet.SvmModel outSvmModel )
Parameters
| Name | Type | Range | Default | Description | |
|---|---|---|---|---|---|
 | inKernelGamma | float? | <0.0001f, INF> | 0.0001f | Gamma parameter for Rbf kernel. Default value: 0.0001f. |
| inKernelGammaScale | float | <0.0001f, INF> | 1.0f | Gamma parameter scale. Default value: 1.0f. |
| inRegularizationConstant | float | <0.0001f, INF> | 1.0f | Preventing overfitting. Default value: 1.0f. |
| inNu | float? | <0.0001f, 1.0f> | Tradeoff between training accuracy and number of SV. Default value: atl::NIL. | |
| inStoppingEpsilon | float | <0.0001f, INF> | 0.001f | Epsilon for stopping criterium. Default value: 0.001f. |
| inUseShrinkingHeuristics | bool | True | May speed up computations. Default value: True. | |
 | outSvmModel | AvlNet.SvmModel | Output model. |
