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KernelEstimateComplexityTKernel, TInput Method (TKernel, TInput)

Estimates the complexity parameter C, present in many SVM algorithms, for a given kernel and a given data set by summing every element on the diagonal of the kernel matrix and using an heuristic based on it.

Namespace:  Accord.Statistics.Kernels
Assembly:  Accord.Statistics (in Accord.Statistics.dll) Version: 3.8.0
public static double EstimateComplexity<TKernel, TInput>(
	this TKernel kernel,
	TInput[] inputs
where TKernel : Object, IKernel<TInput>
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Type: TKernel
The kernel function.
Type: TInput
The input samples.

Type Parameters


Return Value

Type: Double
A suitable value for C.

Usage Note

In Visual Basic and C#, you can call this method as an instance method on any object of type . When you use instance method syntax to call this method, omit the first parameter. For more information, see Extension Methods (Visual Basic) or Extension Methods (C# Programming Guide).
See Also