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KernelEstimateComplexity Method

Overload List
  NameDescription
Public methodStatic memberEstimateComplexity(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.
Public methodStatic memberEstimateComplexity(Double, Int32)
Estimates the complexity parameter C, present in many SVM algorithms, for a given kernel and an unbalanced data set by summing every element on the diagonal of the kernel matrix and using an heuristic based on it.
Public methodStatic memberEstimateComplexityTKernel, TInput(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.
Public methodStatic memberEstimateComplexityTKernel, TInput(TKernel, TInput, Int32)
Estimates the complexity parameter C, present in many SVM algorithms, for a given kernel and an unbalanced data set by summing every element on the diagonal of the kernel matrix and using an heuristic based on it.
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