dismec::l2_reg_sq_hinge_detail Namespace Reference

Functions
template<class Derived >
void	htd_sum_naive (const std::vector< int > &indices, Eigen::Ref< DenseRealVector > output, const Eigen::EigenBase< Derived > &features, const DenseRealVector &costs, const DenseRealVector &direction)
template<int LOOK_AHEAD = 2>
void	htd_sum (const std::vector< int > &indices, Eigen::Ref< DenseRealVector > output, const SparseFeatures &features, const DenseRealVector &costs, const DenseRealVector &direction)
void	__attribute__ ((hot)) htd_sum_new(const std
template<typename Derived >
real_t	value_from_xTw (const DenseRealVector &cost, const BinaryLabelVector &labels, const Eigen::DenseBase< Derived > &xTw)

Function Documentation

__attribute__()

void dismec::l2_reg_sq_hinge_detail::__attribute__ ( (hot)  ) const

inline

Definition at line 58 of file reg_sq_hinge_detail.h.

References dismec::fast_dot(), and dismec::ssize().

Referenced by dismec::stats::StatisticsCollection::record().

htd_sum()

template<int LOOK_AHEAD = 2>

void dismec::l2_reg_sq_hinge_detail::htd_sum ( const std::vector< int > &  indices, Eigen::Ref< DenseRealVector >  output, const SparseFeatures &  features, const DenseRealVector &  costs, const DenseRealVector &  direction  )

inline

Definition at line 27 of file reg_sq_hinge_detail.h.

References dismec::ssize().

Referenced by dismec::objective::Regularized_SquaredHingeSVC::hessian_times_direction_imp(), and TEST_CASE().

htd_sum_naive()

template<class Derived >

void dismec::l2_reg_sq_hinge_detail::htd_sum_naive ( const std::vector< int > &  indices, Eigen::Ref< DenseRealVector >  output, const Eigen::EigenBase< Derived > &  features, const DenseRealVector &  costs, const DenseRealVector &  direction  )

inline

Definition at line 17 of file reg_sq_hinge_detail.h.

Referenced by TEST_CASE().

value_from_xTw()

template<typename Derived >

real_t dismec::l2_reg_sq_hinge_detail::value_from_xTw	(	const DenseRealVector &	cost,
		const BinaryLabelVector &	labels,
		const Eigen::DenseBase< Derived > &	xTw
	)

Given a vector expression xTw that contains the product of feature matrix and weight vector, a label vector and a vector of cost factors, calculates the squared hinge loss

Definition at line 83 of file reg_sq_hinge_detail.h.

References dismec::to_long().

Referenced by dismec::objective::GenericLinearClassifier::lookup_on_line(), dismec::objective::LinearClassifierImpBase< Derived >::lookup_on_line(), and dismec::objective::GenericLinearClassifier::value_unchecked().