SAGA API  v9.5
Public Member Functions | List of all members
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 1791 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_Matrix::Add_Row(), CSG_Vector::Add_Row(), CSG_Matrix::Create(), CSG_Vector::Get_N(), CSG_Matrix::Get_NCols(), and CSG_Matrix::Get_NRows().

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(), CSG_Vector::Get_N(), CSG_Matrix::Get_NCols(), CSG_Vector::Get_Size(), 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(), Destroy(), CSG_Vector::Get_N(), CSG_Matrix::Get_NRows(), and CSG_Matrix::Get_Row().

◆ Destroy()

bool CSG_Regression_Weighted::Destroy ( void  )

Definition at line 79 of file mat_regression_weighted.cpp.

References CSG_Vector::Destroy(), and CSG_Matrix::Destroy().

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 1825 of file mat_tools.h.

◆ Get_CV_nSamples()

int CSG_Regression_Weighted::Get_CV_nSamples ( void  ) const
inline

Definition at line 1823 of file mat_tools.h.

◆ Get_CV_R2()

double CSG_Regression_Weighted::Get_CV_R2 ( void  ) const
inline

Definition at line 1826 of file mat_tools.h.

◆ Get_CV_RMSE()

double CSG_Regression_Weighted::Get_CV_RMSE ( void  ) const
inline

Definition at line 1824 of file mat_tools.h.

◆ Get_Log_Difference()

double CSG_Regression_Weighted::Get_Log_Difference ( void  ) const
inline

Definition at line 1814 of file mat_tools.h.

◆ Get_Log_Epsilon()

double CSG_Regression_Weighted::Get_Log_Epsilon ( void  ) const
inline

Definition at line 1813 of file mat_tools.h.

◆ Get_Log_maxIter()

int CSG_Regression_Weighted::Get_Log_maxIter ( void  ) const
inline

Definition at line 1812 of file mat_tools.h.

◆ Get_Predictor_Count()

int CSG_Regression_Weighted::Get_Predictor_Count ( void  ) const
inline

Definition at line 1801 of file mat_tools.h.

◆ Get_R2()

double CSG_Regression_Weighted::Get_R2 ( void  ) const
inline

Definition at line 1806 of file mat_tools.h.

◆ Get_RCoeff() [1/2]

double CSG_Regression_Weighted::Get_RCoeff ( int  i) const
inline

Definition at line 1808 of file mat_tools.h.

◆ Get_RCoeff() [2/2]

const CSG_Vector& CSG_Regression_Weighted::Get_RCoeff ( void  ) const
inline

Definition at line 1807 of file mat_tools.h.

◆ Get_Sample_Count()

int CSG_Regression_Weighted::Get_Sample_Count ( void  ) const
inline

Definition at line 1800 of file mat_tools.h.

◆ operator[]()

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

Definition at line 1809 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.

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