skylark::algorithms::regression_problem_t< InputMatrixType, linear_tag, PenaltyType, no_reg_tag > Struct Template Reference

#include <regression_problem.hpp>

List of all members.

Public Types
typedef InputMatrixType	input_type
typedef linear_tag	regression_type
typedef PenaltyType	penalty_type
typedef no_reg_tag	regularization_type
Public Member Functions
	regression_problem_t (int m, int n, const InputMatrixType &input_matrix)
Public Attributes
const int	m
	Number of constraints.
const int	n
	Number of variables.
const InputMatrixType &	input_matrix
	Input matrix.

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Detailed Description

template<typename InputMatrixType, typename PenaltyType>
struct skylark::algorithms::regression_problem_t< InputMatrixType, linear_tag, PenaltyType, no_reg_tag >

Specialization for linear regression, no regularization.

Definition at line 65 of file regression_problem.hpp.

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Member Typedef Documentation

template<typename InputMatrixType , typename PenaltyType >

typedef InputMatrixType skylark::algorithms::regression_problem_t< InputMatrixType, linear_tag, PenaltyType, no_reg_tag >::input_type

Definition at line 70 of file regression_problem.hpp.

template<typename InputMatrixType , typename PenaltyType >

typedef PenaltyType skylark::algorithms::regression_problem_t< InputMatrixType, linear_tag, PenaltyType, no_reg_tag >::penalty_type

Definition at line 72 of file regression_problem.hpp.

template<typename InputMatrixType , typename PenaltyType >

typedef linear_tag skylark::algorithms::regression_problem_t< InputMatrixType, linear_tag, PenaltyType, no_reg_tag >::regression_type

Definition at line 71 of file regression_problem.hpp.

template<typename InputMatrixType , typename PenaltyType >

typedef no_reg_tag skylark::algorithms::regression_problem_t< InputMatrixType, linear_tag, PenaltyType, no_reg_tag >::regularization_type

Definition at line 73 of file regression_problem.hpp.

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Constructor & Destructor Documentation

template<typename InputMatrixType , typename PenaltyType >

skylark::algorithms::regression_problem_t< InputMatrixType, linear_tag, PenaltyType, no_reg_tag >::regression_problem_t	(	int	m,
		int	n,
		const InputMatrixType &	input_matrix
	)		[inline]

Definition at line 75 of file regression_problem.hpp.

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Member Data Documentation

template<typename InputMatrixType , typename PenaltyType >

const InputMatrixType& skylark::algorithms::regression_problem_t< InputMatrixType, linear_tag, PenaltyType, no_reg_tag >::input_matrix

Input matrix.

Definition at line 82 of file regression_problem.hpp.

template<typename InputMatrixType , typename PenaltyType >

const int skylark::algorithms::regression_problem_t< InputMatrixType, linear_tag, PenaltyType, no_reg_tag >::m

Number of constraints.

Definition at line 80 of file regression_problem.hpp.

template<typename InputMatrixType , typename PenaltyType >

const int skylark::algorithms::regression_problem_t< InputMatrixType, linear_tag, PenaltyType, no_reg_tag >::n

Number of variables.

Definition at line 81 of file regression_problem.hpp.

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The documentation for this struct was generated from the following file:

• /var/lib/jenkins/jobs/Skylark/workspace/algorithms/regression/regression_problem.hpp