SAGA API  v9.5
Public Member Functions | Protected Member Functions | Protected Attributes | List of all members
CSG_Regression_Multiple Class Reference

#include <mat_tools.h>

Public Member Functions

 CSG_Regression_Multiple (bool bIntercept=true)
 
virtual ~CSG_Regression_Multiple (void)
 
void Destroy (void)
 
bool Set_Data (const CSG_Matrix &Samples, CSG_Strings *pNames=NULL)
 
void Set_With_Intercept (bool bOn=true)
 
bool Get_With_Intercept (void) const
 
bool Get_Model (const CSG_Matrix &Samples, CSG_Strings *pNames=NULL)
 
bool Get_Model_Forward (const CSG_Matrix &Samples, double P_in, CSG_Strings *pNames=NULL)
 
bool Get_Model_Backward (const CSG_Matrix &Samples, double P_out, CSG_Strings *pNames=NULL)
 
bool Get_Model_Stepwise (const CSG_Matrix &Samples, double P_in, double P_out, CSG_Strings *pNames=NULL)
 
bool Get_Model (void)
 
bool Get_Model_Forward (double P_in)
 
bool Get_Model_Backward (double P_out)
 
bool Get_Model_Stepwise (double P_in, double P_out)
 
bool Get_CrossValidation (int nSubSamples=0)
 
CSG_String Get_Info (void) const
 
class CSG_Table * Get_Info_Regression (void) const
 
class CSG_Table * Get_Info_Model (void) const
 
class CSG_Table * Get_Info_Steps (void) const
 
double Get_R2 (void) const
 
double Get_R2_Adj (void) const
 
double Get_StdError (void) const
 
double Get_F (void) const
 
double Get_P (void) const
 
double Get_CV_RMSE (void) const
 
double Get_CV_NRMSE (void) const
 
double Get_CV_R2 (void) const
 
int Get_CV_nSamples (void) const
 
int Get_DegFreedom (void) const
 
int Get_nSamples (void) const
 
int Get_nPredictors (void) const
 
int Get_Predictor (int i) const
 
double Get_RConst (void) const
 
const SG_Char * Get_Name (int iVariable) const
 
double Get_ID (int iVariable) const
 
double Get_RCoeff (int iVariable) const
 
double Get_R2_Partial (int iVariable) const
 
double Get_R2_Partial_Adj (int iVariable) const
 
double Get_StdError (int iVariable) const
 
double Get_T (int iVariable) const
 
double Get_P (int iVariable) const
 
double Get_Parameter (int iVariable, int Parameter) const
 
double Get_Value (const CSG_Vector &Predictors) const
 
bool Get_Value (const CSG_Vector &Predictors, double &Value) const
 
double Get_Residual (int iSample) const
 
bool Get_Residual (int iSample, double &Residual) const
 
bool Get_Residuals (CSG_Vector &Residuals) const
 

Protected Member Functions

bool _Initialize (bool bInclude)
 
double _Get_F (int nPredictors, int nSamples, double r2_full, double r2_reduced)
 
double _Get_P (int nPredictors, int nSamples, double r2_full, double r2_reduced)
 
bool _Get_Regression (const class CSG_Matrix &Samples)
 
int _Get_Step_In (CSG_Matrix &X, double P_in, double &R2, const CSG_Matrix &Samples)
 
int _Get_Step_Out (CSG_Matrix &X, double P_out, double &R2)
 
bool _Set_Step_Info (const CSG_Matrix &X)
 
bool _Set_Step_Info (const CSG_Matrix &X, double R2_prev, int iVariable, bool bIn)
 

Protected Attributes

bool m_bIntercept
 
int * m_bIncluded
 
int * m_Predictor
 
int m_nPredictors
 
CSG_Strings m_Names
 
CSG_Matrix m_Samples
 
CSG_Matrix m_Samples_Model
 
class CSG_Table * m_pRegression
 
class CSG_Table * m_pModel
 
class CSG_Table * m_pSteps
 

Detailed Description

Definition at line 1692 of file mat_tools.h.

Constructor & Destructor Documentation

◆ CSG_Regression_Multiple()

CSG_Regression_Multiple::CSG_Regression_Multiple ( bool  bIntercept = true)

Definition at line 114 of file mat_regression_multiple.cpp.

References CSG_Table::Add_Field(), CSG_Table::Add_Record(), m_bIntercept, m_nPredictors, m_pModel, m_Predictor, m_pRegression, m_pSteps, CSG_Table_Record::Set_Value(), SG_DATATYPE_Double, SG_DATATYPE_Int, SG_DATATYPE_String, and SG_T.

◆ ~CSG_Regression_Multiple()

CSG_Regression_Multiple::~CSG_Regression_Multiple ( void  )
virtual

Definition at line 181 of file mat_regression_multiple.cpp.

References Destroy(), m_pModel, m_pRegression, and m_pSteps.

Member Function Documentation

◆ _Get_F()

double CSG_Regression_Multiple::_Get_F ( int  nPredictors,
int  nSamples,
double  r2_full,
double  r2_reduced 
)
inlineprotected

Definition at line 563 of file mat_regression_multiple.cpp.

Referenced by _Get_P(), and _Set_Step_Info().

◆ _Get_P()

double CSG_Regression_Multiple::_Get_P ( int  nPredictors,
int  nSamples,
double  r2_full,
double  r2_reduced 
)
inlineprotected

Definition at line 569 of file mat_regression_multiple.cpp.

References _Get_F(), CSG_Test_Distribution::Get_F_Tail(), and TESTDIST_TYPE_Right.

Referenced by _Get_Step_In(), _Get_Step_Out(), and _Set_Step_Info().

◆ _Get_Regression()

bool CSG_Regression_Multiple::_Get_Regression ( const class CSG_Matrix &  Samples)
protected

Definition at line 582 of file mat_regression_multiple.cpp.

References CSG_Table::Add_Record(), B, C, CSG_Matrix::Create(), CSG_Vector::Create(), CSG_Test_Distribution::Get_F_Tail_from_R2(), CSG_Matrix::Get_Inverse(), CSG_Matrix::Get_NX(), CSG_Matrix::Get_NY(), CSG_Table::Get_Record(), CSG_Test_Distribution::Get_T_Tail(), CSG_Matrix::Get_Transpose(), m_bIntercept, m_Names, m_pModel, m_pRegression, MLR_MODEL_F, MLR_MODEL_MSE, MLR_MODEL_MSR, MLR_MODEL_NPREDICT, MLR_MODEL_NSAMPLES, MLR_MODEL_R2, MLR_MODEL_R2_ADJ, MLR_MODEL_SE, MLR_MODEL_SIG, MLR_MODEL_SSE, MLR_MODEL_SSR, MLR_MODEL_SST, MLR_VAR_ID, MLR_VAR_NAME, MLR_VAR_R, MLR_VAR_R2, MLR_VAR_R2_ADJ, MLR_VAR_RCOEFF, MLR_VAR_SE, MLR_VAR_SIG, MLR_VAR_T, CSG_Table_Record::Set_Value(), SG_Get_Correlation_Matrix(), SG_Get_Square(), SG_Regression_Get_Adjusted_R2(), and TESTDIST_TYPE_TwoTail.

Referenced by Get_Model().

◆ _Get_Step_In()

int CSG_Regression_Multiple::_Get_Step_In ( CSG_Matrix &  X,
double  P_in,
double &  R2,
const CSG_Matrix &  Samples 
)
protected

Definition at line 701 of file mat_regression_multiple.cpp.

References _Get_P(), _Set_Step_Info(), CSG_Matrix::Add_Cols(), CSG_Matrix::Del_Col(), CSG_Matrix::Get_Col(), Get_Model(), CSG_Matrix::Get_NX(), CSG_Matrix::Get_NY(), Get_R2(), m_bIncluded, m_bIntercept, m_nPredictors, m_Predictor, and CSG_Matrix::Set_Col().

Referenced by Get_Model_Forward(), and Get_Model_Stepwise().

◆ _Get_Step_Out()

int CSG_Regression_Multiple::_Get_Step_Out ( CSG_Matrix &  X,
double  P_out,
double &  R2 
)
protected

Definition at line 745 of file mat_regression_multiple.cpp.

References _Get_P(), _Set_Step_Info(), CSG_Matrix::Del_Col(), Get_Model(), CSG_Matrix::Get_NY(), Get_R2(), m_bIncluded, m_bIntercept, m_nPredictors, and m_Predictor.

Referenced by Get_Model_Backward(), and Get_Model_Stepwise().

◆ _Initialize()

bool CSG_Regression_Multiple::_Initialize ( bool  bInclude)
protected

Definition at line 255 of file mat_regression_multiple.cpp.

References CSG_Matrix::Create(), CSG_Matrix::Get_Col(), CSG_Table::Get_Count(), CSG_Matrix::Get_NX(), CSG_Matrix::Get_NY(), CSG_Table::Get_Record(), m_bIncluded, m_nPredictors, m_pModel, m_Predictor, m_Samples, m_Samples_Model, CSG_Matrix::Set_Col(), and CSG_Table_Record::Set_NoData().

Referenced by Get_Model(), Get_Model_Backward(), Get_Model_Forward(), and Get_Model_Stepwise().

◆ _Set_Step_Info() [1/2]

bool CSG_Regression_Multiple::_Set_Step_Info ( const CSG_Matrix &  X)
protected

Definition at line 802 of file mat_regression_multiple.cpp.

References CSG_Table::Assign(), Get_Model(), CSG_Table::Get_Record(), m_bIntercept, m_Names, m_nPredictors, m_pModel, m_Predictor, m_pRegression, MLR_VAR_ID, MLR_VAR_NAME, and CSG_Table_Record::Set_Value().

Referenced by _Get_Step_In(), _Get_Step_Out(), Get_Model_Backward(), Get_Model_Forward(), and Get_Model_Stepwise().

◆ _Set_Step_Info() [2/2]

bool CSG_Regression_Multiple::_Set_Step_Info ( const CSG_Matrix &  X,
double  R2_prev,
int  iVariable,
bool  bIn 
)
protected

Definition at line 828 of file mat_regression_multiple.cpp.

References _Get_F(), _Get_P(), CSG_Table::Add_Record(), CSG_Table_Record::asDouble(), CSG_Table::Get_Count(), Get_Model(), CSG_Matrix::Get_NRows(), CSG_Matrix::Get_NY(), Get_R2(), Get_R2_Adj(), CSG_Table::Get_Record(), Get_StdError(), m_bIntercept, m_Names, m_nPredictors, m_pModel, m_pSteps, MLR_MODEL_F, MLR_MODEL_MSE, MLR_MODEL_MSR, MLR_MODEL_SIG, MLR_MODEL_SSE, MLR_MODEL_SSR, MLR_STEP_DF, MLR_STEP_DIR, MLR_STEP_F, MLR_STEP_MSE, MLR_STEP_MSR, MLR_STEP_NR, MLR_STEP_R, MLR_STEP_R2, MLR_STEP_R2_ADJ, MLR_STEP_SE, MLR_STEP_SIG, MLR_STEP_SSE, MLR_STEP_SSR, MLR_STEP_VAR, MLR_STEP_VAR_F, MLR_STEP_VAR_SIG, CSG_Table_Record::Set_Value(), and SG_T.

◆ Destroy()

void CSG_Regression_Multiple::Destroy ( void  )

Definition at line 196 of file mat_regression_multiple.cpp.

References CSG_Strings::Clear(), CSG_Table::Del_Records(), CSG_Matrix::Destroy(), CSG_Table::Get_Count(), CSG_Table::Get_Record(), m_bIncluded, m_Names, m_nPredictors, m_pModel, m_Predictor, m_pRegression, m_pSteps, m_Samples, m_Samples_Model, and CSG_Table_Record::Set_NoData().

Referenced by Set_Data(), and ~CSG_Regression_Multiple().

◆ Get_CrossValidation()

bool CSG_Regression_Multiple::Get_CrossValidation ( int  nSubSamples = 0)

Definition at line 385 of file mat_regression_multiple.cpp.

References CSG_Matrix::Add_Row(), CSG_Matrix::Del_Row(), CSG_Simple_Statistics::Get_Mean(), Get_Model(), CSG_Matrix::Get_NCols(), CSG_Matrix::Get_NRows(), CSG_Simple_Statistics::Get_Range(), CSG_Table::Get_Record(), CSG_Simple_Statistics::Get_Sum(), Get_Value(), m_bIntercept, m_nPredictors, m_pModel, m_Samples_Model, MLR_MODEL_CV_MSE, MLR_MODEL_CV_NRMSE, MLR_MODEL_CV_NSAMPLES, MLR_MODEL_CV_R2, MLR_MODEL_CV_RMSE, CSG_Table_Record::Set_Value(), SG_Get_Square(), and SG_UI_Process_Get_Okay().

◆ Get_CV_NRMSE()

double CSG_Regression_Multiple::Get_CV_NRMSE ( void  ) const

Definition at line 870 of file mat_regression_multiple.cpp.

References CSG_Table_Record::asDouble(), CSG_Table::Get_Record(), m_pModel, and MLR_MODEL_CV_NRMSE.

◆ Get_CV_nSamples()

int CSG_Regression_Multiple::Get_CV_nSamples ( void  ) const

Definition at line 872 of file mat_regression_multiple.cpp.

References CSG_Table_Record::asInt(), CSG_Table::Get_Record(), m_pModel, and MLR_MODEL_CV_NSAMPLES.

◆ Get_CV_R2()

double CSG_Regression_Multiple::Get_CV_R2 ( void  ) const

Definition at line 871 of file mat_regression_multiple.cpp.

References CSG_Table_Record::asDouble(), CSG_Table::Get_Record(), m_pModel, and MLR_MODEL_CV_R2.

◆ Get_CV_RMSE()

double CSG_Regression_Multiple::Get_CV_RMSE ( void  ) const

Definition at line 869 of file mat_regression_multiple.cpp.

References CSG_Table_Record::asDouble(), CSG_Table::Get_Record(), m_pModel, and MLR_MODEL_CV_RMSE.

◆ Get_DegFreedom()

int CSG_Regression_Multiple::Get_DegFreedom ( void  ) const

Definition at line 875 of file mat_regression_multiple.cpp.

References Get_nPredictors(), and Get_nSamples().

Referenced by Get_Info().

◆ Get_F()

double CSG_Regression_Multiple::Get_F ( void  ) const

Definition at line 867 of file mat_regression_multiple.cpp.

References CSG_Table_Record::asDouble(), CSG_Table::Get_Record(), m_pModel, and MLR_MODEL_F.

Referenced by Get_Info().

◆ Get_ID()

double CSG_Regression_Multiple::Get_ID ( int  iVariable) const
inline

Definition at line 1738 of file mat_tools.h.

References MLR_VAR_ID.

◆ Get_Info()

CSG_String CSG_Regression_Multiple::Get_Info ( void  ) const

Definition at line 916 of file mat_regression_multiple.cpp.

References _TL, CSG_Table_Record::asDouble(), CSG_Table_Record::asInt(), CSG_Table_Record::asString(), CSG_String::Format(), CSG_Table::Get_Count(), Get_DegFreedom(), Get_F(), Get_nPredictors(), Get_P(), Get_R2(), Get_R2_Adj(), Get_RCoeff(), Get_RConst(), CSG_Table::Get_Record(), Get_StdError(), m_pRegression, m_pSteps, MLR_STEP_DIR, MLR_STEP_F, MLR_STEP_NR, MLR_STEP_R, MLR_STEP_R2, MLR_STEP_R2_ADJ, MLR_STEP_SE, MLR_STEP_SIG, MLR_STEP_VAR, MLR_STEP_VAR_F, MLR_STEP_VAR_SIG, MLR_VAR_NAME, MLR_VAR_R, MLR_VAR_R2, MLR_VAR_R2_ADJ, MLR_VAR_RCOEFF, MLR_VAR_SE, MLR_VAR_SIG, and MLR_VAR_T.

◆ Get_Info_Model()

class CSG_Table* CSG_Regression_Multiple::Get_Info_Model ( void  ) const
inline

Definition at line 1719 of file mat_tools.h.

◆ Get_Info_Regression()

class CSG_Table* CSG_Regression_Multiple::Get_Info_Regression ( void  ) const
inline

Definition at line 1718 of file mat_tools.h.

◆ Get_Info_Steps()

class CSG_Table* CSG_Regression_Multiple::Get_Info_Steps ( void  ) const
inline

Definition at line 1720 of file mat_tools.h.

◆ Get_Model() [1/2]

bool CSG_Regression_Multiple::Get_Model ( const CSG_Matrix &  Samples,
CSG_Strings *  pNames = NULL 
)

Definition at line 297 of file mat_regression_multiple.cpp.

References Get_Model(), and Set_Data().

Referenced by _Get_Step_In(), _Get_Step_Out(), _Set_Step_Info(), and Get_CrossValidation().

◆ Get_Model() [2/2]

bool CSG_Regression_Multiple::Get_Model ( void  )

Definition at line 318 of file mat_regression_multiple.cpp.

References _Get_Regression(), _Initialize(), and m_Samples.

Referenced by Get_Model().

◆ Get_Model_Backward() [1/2]

bool CSG_Regression_Multiple::Get_Model_Backward ( const CSG_Matrix &  Samples,
double  P_out,
CSG_Strings *  pNames = NULL 
)

Definition at line 307 of file mat_regression_multiple.cpp.

References Set_Data().

◆ Get_Model_Backward() [2/2]

bool CSG_Regression_Multiple::Get_Model_Backward ( double  P_out)

Definition at line 339 of file mat_regression_multiple.cpp.

References _Get_Step_Out(), _Initialize(), _Set_Step_Info(), and m_Samples_Model.

◆ Get_Model_Forward() [1/2]

bool CSG_Regression_Multiple::Get_Model_Forward ( const CSG_Matrix &  Samples,
double  P_in,
CSG_Strings *  pNames = NULL 
)

Definition at line 302 of file mat_regression_multiple.cpp.

References Set_Data().

◆ Get_Model_Forward() [2/2]

bool CSG_Regression_Multiple::Get_Model_Forward ( double  P_in)

Definition at line 324 of file mat_regression_multiple.cpp.

References _Get_Step_In(), _Initialize(), _Set_Step_Info(), m_Samples, and m_Samples_Model.

◆ Get_Model_Stepwise() [1/2]

bool CSG_Regression_Multiple::Get_Model_Stepwise ( const CSG_Matrix &  Samples,
double  P_in,
double  P_out,
CSG_Strings *  pNames = NULL 
)

Definition at line 312 of file mat_regression_multiple.cpp.

References Set_Data().

◆ Get_Model_Stepwise() [2/2]

bool CSG_Regression_Multiple::Get_Model_Stepwise ( double  P_in,
double  P_out 
)

Definition at line 354 of file mat_regression_multiple.cpp.

References _Get_Step_In(), _Get_Step_Out(), _Initialize(), _Set_Step_Info(), m_nPredictors, m_Samples, m_Samples_Model, and SG_UI_Process_Get_Okay().

◆ Get_Name()

const SG_Char * CSG_Regression_Multiple::Get_Name ( int  iVariable) const

Definition at line 878 of file mat_regression_multiple.cpp.

References CSG_Table_Record::asString(), CSG_Table::Get_Record(), m_pRegression, MLR_VAR_NAME, and SG_T.

◆ Get_nPredictors()

int CSG_Regression_Multiple::Get_nPredictors ( void  ) const

Definition at line 873 of file mat_regression_multiple.cpp.

References CSG_Table_Record::asInt(), CSG_Table::Get_Record(), m_pModel, and MLR_MODEL_NPREDICT.

Referenced by Get_DegFreedom(), and Get_Info().

◆ Get_nSamples()

int CSG_Regression_Multiple::Get_nSamples ( void  ) const

Definition at line 874 of file mat_regression_multiple.cpp.

References CSG_Table_Record::asInt(), CSG_Table::Get_Record(), m_pModel, and MLR_MODEL_NSAMPLES.

Referenced by Get_DegFreedom().

◆ Get_P() [1/2]

double CSG_Regression_Multiple::Get_P ( int  iVariable) const
inline

Definition at line 1744 of file mat_tools.h.

References MLR_VAR_SIG.

◆ Get_P() [2/2]

double CSG_Regression_Multiple::Get_P ( void  ) const

Definition at line 868 of file mat_regression_multiple.cpp.

References CSG_Table_Record::asDouble(), CSG_Table::Get_Record(), m_pModel, and MLR_MODEL_SIG.

Referenced by Get_Info().

◆ Get_Parameter()

double CSG_Regression_Multiple::Get_Parameter ( int  iVariable,
int  Parameter 
) const

Definition at line 900 of file mat_regression_multiple.cpp.

References CSG_Table_Record::asDouble(), CSG_Table::Get_Record(), m_pRegression, and MLR_VAR_P.

◆ Get_Predictor()

int CSG_Regression_Multiple::Get_Predictor ( int  i) const
inline

Definition at line 1734 of file mat_tools.h.

◆ Get_R2()

double CSG_Regression_Multiple::Get_R2 ( void  ) const

Definition at line 864 of file mat_regression_multiple.cpp.

References CSG_Table_Record::asDouble(), CSG_Table::Get_Record(), m_pModel, and MLR_MODEL_R2.

Referenced by _Get_Step_In(), _Get_Step_Out(), _Set_Step_Info(), and Get_Info().

◆ Get_R2_Adj()

double CSG_Regression_Multiple::Get_R2_Adj ( void  ) const

Definition at line 865 of file mat_regression_multiple.cpp.

References CSG_Table_Record::asDouble(), CSG_Table::Get_Record(), m_pModel, and MLR_MODEL_R2_ADJ.

Referenced by _Set_Step_Info(), and Get_Info().

◆ Get_R2_Partial()

double CSG_Regression_Multiple::Get_R2_Partial ( int  iVariable) const
inline

Definition at line 1740 of file mat_tools.h.

References MLR_VAR_R2.

◆ Get_R2_Partial_Adj()

double CSG_Regression_Multiple::Get_R2_Partial_Adj ( int  iVariable) const
inline

Definition at line 1741 of file mat_tools.h.

References MLR_VAR_R2_ADJ.

◆ Get_RCoeff()

double CSG_Regression_Multiple::Get_RCoeff ( int  iVariable) const
inline

Definition at line 1739 of file mat_tools.h.

References MLR_VAR_RCOEFF.

Referenced by Get_Info(), Get_Residual(), and Get_Value().

◆ Get_RConst()

double CSG_Regression_Multiple::Get_RConst ( void  ) const

Definition at line 889 of file mat_regression_multiple.cpp.

References CSG_Table_Record::asDouble(), CSG_Table::Get_Count(), CSG_Table::Get_Record(), m_pRegression, and MLR_VAR_RCOEFF.

Referenced by Get_Info(), Get_Residual(), and Get_Value().

◆ Get_Residual() [1/2]

double CSG_Regression_Multiple::Get_Residual ( int  iSample) const

Definition at line 518 of file mat_regression_multiple.cpp.

Referenced by Get_Residuals().

◆ Get_Residual() [2/2]

bool CSG_Regression_Multiple::Get_Residual ( int  iSample,
double &  Residual 
) const

Definition at line 523 of file mat_regression_multiple.cpp.

References CSG_Matrix::Get_NRows(), Get_RCoeff(), Get_RConst(), m_nPredictors, and m_Samples_Model.

◆ Get_Residuals()

bool CSG_Regression_Multiple::Get_Residuals ( CSG_Vector &  Residuals) const

Definition at line 545 of file mat_regression_multiple.cpp.

References CSG_Vector::Create(), CSG_Vector::Get_N(), CSG_Matrix::Get_NRows(), Get_Residual(), and m_Samples_Model.

◆ Get_StdError() [1/2]

double CSG_Regression_Multiple::Get_StdError ( int  iVariable) const
inline

Definition at line 1742 of file mat_tools.h.

References MLR_VAR_SE.

◆ Get_StdError() [2/2]

double CSG_Regression_Multiple::Get_StdError ( void  ) const

Definition at line 866 of file mat_regression_multiple.cpp.

References CSG_Table_Record::asDouble(), CSG_Table::Get_Record(), m_pModel, and MLR_MODEL_SE.

Referenced by _Set_Step_Info(), and Get_Info().

◆ Get_T()

double CSG_Regression_Multiple::Get_T ( int  iVariable) const
inline

Definition at line 1743 of file mat_tools.h.

References MLR_VAR_T.

◆ Get_Value() [1/2]

double CSG_Regression_Multiple::Get_Value ( const CSG_Vector &  Predictors) const

Definition at line 493 of file mat_regression_multiple.cpp.

Referenced by Get_CrossValidation().

◆ Get_Value() [2/2]

bool CSG_Regression_Multiple::Get_Value ( const CSG_Vector &  Predictors,
double &  Value 
) const

Definition at line 498 of file mat_regression_multiple.cpp.

References CSG_Vector::Get_N(), Get_RCoeff(), Get_RConst(), and m_nPredictors.

◆ Get_With_Intercept()

bool CSG_Regression_Multiple::Get_With_Intercept ( void  ) const
inline

Definition at line 1703 of file mat_tools.h.

◆ Set_Data()

bool CSG_Regression_Multiple::Set_Data ( const CSG_Matrix &  Samples,
CSG_Strings *  pNames = NULL 
)

Definition at line 226 of file mat_regression_multiple.cpp.

References _TL, Destroy(), CSG_String::Format(), CSG_Strings::Get_Count(), CSG_Matrix::Get_NCols(), CSG_Matrix::Get_NX(), CSG_Matrix::Get_NY(), CSG_Strings::Get_String(), m_bIncluded, m_Names, m_Predictor, and m_Samples.

Referenced by Get_Model(), Get_Model_Backward(), Get_Model_Forward(), and Get_Model_Stepwise().

◆ Set_With_Intercept()

void CSG_Regression_Multiple::Set_With_Intercept ( bool  bOn = true)
inline

Definition at line 1702 of file mat_tools.h.

Member Data Documentation

◆ m_bIncluded

int* CSG_Regression_Multiple::m_bIncluded
protected

Definition at line 1761 of file mat_tools.h.

Referenced by _Get_Step_In(), _Get_Step_Out(), _Initialize(), Destroy(), and Set_Data().

◆ m_bIntercept

bool CSG_Regression_Multiple::m_bIntercept
protected

Definition at line 1759 of file mat_tools.h.

Referenced by _Get_Regression(), _Get_Step_In(), _Get_Step_Out(), _Set_Step_Info(), CSG_Regression_Multiple(), and Get_CrossValidation().

◆ m_Names

CSG_Strings CSG_Regression_Multiple::m_Names
protected

Definition at line 1763 of file mat_tools.h.

Referenced by _Get_Regression(), _Set_Step_Info(), Destroy(), and Set_Data().

◆ m_nPredictors

int CSG_Regression_Multiple::m_nPredictors
protected

Definition at line 1761 of file mat_tools.h.

Referenced by _Get_Step_In(), _Get_Step_Out(), _Initialize(), _Set_Step_Info(), CSG_Regression_Multiple(), Destroy(), Get_CrossValidation(), Get_Model_Stepwise(), Get_Residual(), and Get_Value().

◆ m_pModel

class CSG_Table * CSG_Regression_Multiple::m_pModel
protected

Definition at line 1767 of file mat_tools.h.

Referenced by _Get_Regression(), _Initialize(), _Set_Step_Info(), CSG_Regression_Multiple(), Destroy(), Get_CrossValidation(), Get_CV_NRMSE(), Get_CV_nSamples(), Get_CV_R2(), Get_CV_RMSE(), Get_F(), Get_nPredictors(), Get_nSamples(), Get_P(), Get_R2(), Get_R2_Adj(), Get_StdError(), and ~CSG_Regression_Multiple().

◆ m_Predictor

int * CSG_Regression_Multiple::m_Predictor
protected

Definition at line 1761 of file mat_tools.h.

Referenced by _Get_Step_In(), _Get_Step_Out(), _Initialize(), _Set_Step_Info(), CSG_Regression_Multiple(), Destroy(), and Set_Data().

◆ m_pRegression

class CSG_Table* CSG_Regression_Multiple::m_pRegression
protected

Definition at line 1767 of file mat_tools.h.

Referenced by _Get_Regression(), _Set_Step_Info(), CSG_Regression_Multiple(), Destroy(), Get_Info(), Get_Name(), Get_Parameter(), Get_RConst(), and ~CSG_Regression_Multiple().

◆ m_pSteps

class CSG_Table * CSG_Regression_Multiple::m_pSteps
protected

Definition at line 1767 of file mat_tools.h.

Referenced by _Set_Step_Info(), CSG_Regression_Multiple(), Destroy(), Get_Info(), and ~CSG_Regression_Multiple().

◆ m_Samples

CSG_Matrix CSG_Regression_Multiple::m_Samples
protected

Definition at line 1765 of file mat_tools.h.

Referenced by _Initialize(), Destroy(), Get_Model(), Get_Model_Forward(), Get_Model_Stepwise(), and Set_Data().

◆ m_Samples_Model

CSG_Matrix CSG_Regression_Multiple::m_Samples_Model
protected

Definition at line 1765 of file mat_tools.h.

Referenced by _Initialize(), Destroy(), Get_CrossValidation(), Get_Model_Backward(), Get_Model_Forward(), Get_Model_Stepwise(), Get_Residual(), and Get_Residuals().

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