CSG_Regression_Weighted Class Reference

#include <mat_tools.h>

Public Member Functions
	CSG_Regression_Weighted (void)
virtual	~CSG_Regression_Weighted (void)
bool	Destroy (void)
bool	Add_Sample (double Weight, double Dependent, const CSG_Vector &Predictors)
int	Get_Sample_Count (void) const
int	Get_Predictor_Count (void) const
bool	Calculate (const CSG_Vector &Weights, const CSG_Vector &Dependents, const CSG_Matrix &Predictors, bool bLogistic=false)
bool	Calculate (bool bLogistic=false)
double	Get_R2 (void) const
const CSG_Vector &	Get_RCoeff (void) const
double	Get_RCoeff (int i) const
double	operator[] (int i) const
int	Get_Log_maxIter (void) const
double	Get_Log_Epsilon (void) const
double	Get_Log_Difference (void) const
bool	Set_Log_maxIter (int maxIter)
bool	Set_Log_Epsilon (double Epsilon)
bool	Set_Log_Difference (double Difference)
bool	Get_CrossValidation (int nSubSamples=0)
int	Get_CV_nSamples (void) const
double	Get_CV_RMSE (void) const
double	Get_CV_NRMSE (void) const
double	Get_CV_R2 (void) const

Detailed Description

Definition at line 1807 of file mat_tools.h.

Constructor & Destructor Documentation

CSG_Regression_Weighted()

CSG_Regression_Weighted::CSG_Regression_Weighted

(

void

)

Definition at line 63 of file mat_regression_weighted.cpp.

~CSG_Regression_Weighted()

CSG_Regression_Weighted::~CSG_Regression_Weighted ( void )

virtual

Definition at line 73 of file mat_regression_weighted.cpp.

References Destroy().

Member Function Documentation

Add_Sample()

bool CSG_Regression_Weighted::Add_Sample	(	double	Weight,
		double	Dependent,
		const CSG_Vector &	Predictors )

Definition at line 97 of file mat_regression_weighted.cpp.

References CSG_Vector::Get_N().

Referenced by Calculate().

Calculate() [1/2]

bool CSG_Regression_Weighted::Calculate

(

bool

bLogistic = false

)

Definition at line 151 of file mat_regression_weighted.cpp.

References CSG_Simple_Statistics::Get_Mean(), and SG_Get_Square().

Calculate() [2/2]

bool CSG_Regression_Weighted::Calculate	(	const CSG_Vector &	Weights,
		const CSG_Vector &	Dependents,
		const CSG_Matrix &	Predictors,
		bool	bLogistic = false )

Definition at line 133 of file mat_regression_weighted.cpp.

References Add_Sample(), Calculate(), Destroy(), CSG_Vector::Get_N(), CSG_Matrix::Get_NRows(), and CSG_Matrix::Get_Row().

Referenced by Calculate().

Destroy()

bool CSG_Regression_Weighted::Destroy

(

void

)

Definition at line 79 of file mat_regression_weighted.cpp.

Referenced by Calculate(), and ~CSG_Regression_Weighted().

Get_CrossValidation()

bool CSG_Regression_Weighted::Get_CrossValidation

(

int

nSubSamples = 0

)

Definition at line 425 of file mat_regression_weighted.cpp.

Get_CV_NRMSE()

double CSG_Regression_Weighted::Get_CV_NRMSE ( void ) const

inline

Definition at line 1841 of file mat_tools.h.

Get_CV_nSamples()

int CSG_Regression_Weighted::Get_CV_nSamples ( void ) const

inline

Definition at line 1839 of file mat_tools.h.

Get_CV_R2()

double CSG_Regression_Weighted::Get_CV_R2 ( void ) const

inline

Definition at line 1842 of file mat_tools.h.

Get_CV_RMSE()

double CSG_Regression_Weighted::Get_CV_RMSE ( void ) const

inline

Definition at line 1840 of file mat_tools.h.

Get_Log_Difference()

double CSG_Regression_Weighted::Get_Log_Difference ( void ) const

inline

Definition at line 1830 of file mat_tools.h.

Get_Log_Epsilon()

double CSG_Regression_Weighted::Get_Log_Epsilon ( void ) const

inline

Definition at line 1829 of file mat_tools.h.

Get_Log_maxIter()

int CSG_Regression_Weighted::Get_Log_maxIter ( void ) const

inline

Definition at line 1828 of file mat_tools.h.

Get_Predictor_Count()

int CSG_Regression_Weighted::Get_Predictor_Count ( void ) const

inline

Definition at line 1817 of file mat_tools.h.

Get_R2()

double CSG_Regression_Weighted::Get_R2 ( void ) const

inline

Definition at line 1822 of file mat_tools.h.

Get_RCoeff() [1/2]

double CSG_Regression_Weighted::Get_RCoeff ( int i ) const

inline

Definition at line 1824 of file mat_tools.h.

Get_RCoeff() [2/2]

const CSG_Vector & CSG_Regression_Weighted::Get_RCoeff ( void ) const

inline

Definition at line 1823 of file mat_tools.h.

Get_Sample_Count()

int CSG_Regression_Weighted::Get_Sample_Count ( void ) const

inline

Definition at line 1816 of file mat_tools.h.

operator[]()

double CSG_Regression_Weighted::operator[] ( int i ) const

inline

Definition at line 1825 of file mat_tools.h.

Set_Log_Difference()

bool CSG_Regression_Weighted::Set_Log_Difference

(

double

Difference

)

Definition at line 261 of file mat_regression_weighted.cpp.

Set_Log_Epsilon()

bool CSG_Regression_Weighted::Set_Log_Epsilon

(

double

Epsilon

)

Definition at line 248 of file mat_regression_weighted.cpp.

Set_Log_maxIter()

bool CSG_Regression_Weighted::Set_Log_maxIter

(

int

maxIter

)

Definition at line 235 of file mat_regression_weighted.cpp.

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

• mat_tools.h
• mat_regression_weighted.cpp