#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) |
int main | ( | int | argc, |
char ** | argv | ||
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Definition at line 29 of file KernelBudgetedSGDTutorial.cpp.
References shark::Classifier< KernelExpansion< InputType > >::decisionFunction(), shark::ZeroOneLoss< LabelType, OutputType >::eval(), shark::LabeledDataDistribution< InputType, LabelType >::generateDataset(), shark::LabeledData< InputT, LabelT >::inputs(), shark::LabeledData< InputT, LabelT >::labels(), shark::AbstractBudgetMaintenanceStrategy< InputType >::name(), and shark::Data< Type >::numberOfElements().