KernelBudgetedSGDTutorial.cpp File Reference

#include <shark/Algorithms/Trainers/Budgeted/KernelBudgetedSGDTrainer.h>
#include <shark/Algorithms/Trainers/Budgeted/MergeBudgetMaintenanceStrategy.h>
#include <shark/Data/DataDistribution.h>
#include <shark/Models/Kernels/GaussianRbfKernel.h>
#include <shark/ObjectiveFunctions/Loss/HingeLoss.h>
#include <shark/ObjectiveFunctions/Loss/ZeroOneLoss.h>

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Functions
int	main (int argc, char **argv)

Function Documentation

main()

int main	(	int	argc,
		char **	argv
	)

Definition at line 29 of file KernelBudgetedSGDTutorial.cpp.

References shark::KernelExpansion< InputType >::basis(), shark::ArgMaxConverter< KernelExpansion< InputType > >::decisionFunction(), shark::ZeroOneLoss< LabelType, OutputType >::eval(), shark::LabeledDataDistribution< InputType, LabelType >::generateDataset(), shark::LabeledData< InputT, LabelT >::inputs(), shark::LabeledData< InputT, LabelT >::labels(), shark::MergeBudgetMaintenanceStrategy< InputType >::name(), and shark::Data< Type >::numberOfElements().