Utils::MultipleLinearRegression Class Reference

#include <MultipleLinearRegression.h>

Collaboration diagram for Utils::MultipleLinearRegression:

Public Member Functions
	MultipleLinearRegression ()=default
	MultipleLinearRegression (const Eigen::VectorXd &initialWeights, double initialBias=0.0, bool initialTrueLinearRegression=false)
double	GetBias () const
double	GetRegularization () const
const Eigen::VectorXd &	GetWeights () const
bool	IsTrueLinearRegression () const
double	Predict (const std::vector< double > &x) const
void	SetRegularization (double reg)
void	SetSamples (const std::vector< std::vector< double > > &x, const std::vector< double > &y)
void	SetTrueLinearRegression (bool reg)

Detailed Description

Definition at line 25 of file MultipleLinearRegression.h.

Constructor & Destructor Documentation

MultipleLinearRegression() [1/2]

Utils::MultipleLinearRegression::MultipleLinearRegression ( )

default

MultipleLinearRegression() [2/2]

Utils::MultipleLinearRegression::MultipleLinearRegression ( const Eigen::VectorXd & initialWeights, double initialBias = 0.0, bool initialTrueLinearRegression = false )

inline

Definition at line 29 of file MultipleLinearRegression.h.

Member Function Documentation

GetBias()

double Utils::MultipleLinearRegression::GetBias ( ) const

inline

Definition at line 152 of file MultipleLinearRegression.h.

GetRegularization()

double Utils::MultipleLinearRegression::GetRegularization ( ) const

inline

Definition at line 154 of file MultipleLinearRegression.h.

GetWeights()

const Eigen::VectorXd & Utils::MultipleLinearRegression::GetWeights ( ) const

inline

Definition at line 151 of file MultipleLinearRegression.h.

IsTrueLinearRegression()

bool Utils::MultipleLinearRegression::IsTrueLinearRegression ( ) const

inline

Definition at line 153 of file MultipleLinearRegression.h.

Predict()

double Utils::MultipleLinearRegression::Predict ( const std::vector< double > & x ) const

inline

Definition at line 112 of file MultipleLinearRegression.h.

SetRegularization()

void Utils::MultipleLinearRegression::SetRegularization ( double reg )

inline

Definition at line 146 of file MultipleLinearRegression.h.

SetSamples()

void Utils::MultipleLinearRegression::SetSamples ( const std::vector< std::vector< double > > & x, const std::vector< double > & y )

inline

Definition at line 32 of file MultipleLinearRegression.h.

SetTrueLinearRegression()

void Utils::MultipleLinearRegression::SetTrueLinearRegression ( bool reg )

inline

Definition at line 136 of file MultipleLinearRegression.h.

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

• MultipleLinearRegression.h