KernelEstimateComplexity Method (Double)

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

Syntax

Copy

public static double EstimateComplexity(
	double[][] inputs
)

Public Shared Function EstimateComplexity ( 
	inputs As Double()()
) As Double

Request Example View Source

Parameters

inputs: Type: SystemDouble
The input samples.

Return Value

Type: Double
A suitable value for C.

Reference

Kernel Class

EstimateComplexity Overload

Accord.Statistics.Kernels Namespace