logistic_regression_SAG.cpp File Reference

#include <shark/Data/SparseData.h>
#include <shark/ObjectiveFunctions/Loss/CrossEntropy.h>
#include <shark/Algorithms/Trainers/LinearSAGTrainer.h>
#include <shark/Core/Timer.h>
#include <iostream>

Go to the source code of this file.

Functions
template<class InputType >
void	run (LabeledData< InputType, unsigned int > const &data, double alpha, unsigned int epochs)
int	main (int argc, char **argv)

Function Documentation

main()

int main	(	int	argc,
		char **	argv
	)

Definition at line 27 of file logistic_regression_SAG.cpp.

References shark::importSparseData(), run(), and shark::transformLabels().

run()

template<class InputType >

void run	(	LabeledData< InputType, unsigned int > const &	data,
		double	alpha,
		unsigned int	epochs
	)

Definition at line 12 of file logistic_regression_SAG.cpp.

References shark::Classifier< LinearModel< VectorType > >::decisionFunction(), shark::LabeledData< InputT, LabelT >::inputs(), shark::LabeledData< InputT, LabelT >::labels(), shark::LinearSAGTrainer< InputType, LabelType >::setEpochs(), shark::Timer::stop(), and shark::LinearSAGTrainer< InputType, LabelType >::train().

Referenced by main().