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KernelEstimateComplexity Method |
| Name | Description | |
|---|---|---|
| EstimateComplexity(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.
| |
| EstimateComplexity(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.
| |
| EstimateComplexityTKernel, 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.
| |
| EstimateComplexityTKernel, 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.
|