generic_linear.h File Reference

#include "linear.h"

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Classes
class	dismec::objective::GenericLinearClassifier
	This is a non-templated, runtime-polymorphic generic implementation of the linear classifier objective. More...
struct	dismec::objective::GenericMarginClassifier< MarginFunction >
	A utility class template that, when instatiated with a MarginFunction, produces the corresponding linear classifier loss. More...

Namespaces
	dismec
	Main namespace in which all types, classes, and functions are defined.
	dismec::objective

Functions
std::unique_ptr< GenericLinearClassifier >	dismec::objective::make_squared_hinge (std::shared_ptr< const GenericFeatureMatrix > X, std::unique_ptr< Objective > regularizer)
std::unique_ptr< GenericLinearClassifier >	dismec::objective::make_logistic_loss (std::shared_ptr< const GenericFeatureMatrix > X, std::unique_ptr< Objective > regularizer)
std::unique_ptr< GenericLinearClassifier >	dismec::objective::make_huber_hinge (std::shared_ptr< const GenericFeatureMatrix > X, std::unique_ptr< Objective > regularizer, real_t epsilon)