BALL  1.4.1
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BALL::QSAR::SVRModel Class Reference

#include <BALL/QSAR/svrModel.h>

Inheritance diagram for BALL::QSAR::SVRModel:
BALL::QSAR::KernelModel BALL::QSAR::NonLinearModel BALL::QSAR::RegressionModel BALL::QSAR::Model BALL::QSAR::LibsvmModel

Public Member Functions

Constructors and Destructors
 SVRModel (const QSARData &q, int k_type, double p1, double p2)
 ~SVRModel ()
- Public Member Functions inherited from BALL::QSAR::KernelModel
 KernelModel (const QSARData &q, int k_type, double p1, double p2)
 KernelModel (const QSARData &q, String f, String g)
 KernelModel (const QSARData &q, Vector< double > &w)
 KernelModel (const QSARData &q, const LinearModel &lm, int column)
 ~KernelModel ()
virtual void saveToFile (string filename)
virtual void readFromFile (string filename)
virtual Vector< doublepredict (const vector< double > &substance, bool transform)
void operator= (const Model &m)
- Public Member Functions inherited from BALL::QSAR::NonLinearModel
 NonLinearModel (const QSARData &q)
 ~NonLinearModel ()

Additional Inherited Members

- Public Attributes inherited from BALL::QSAR::KernelModel
Kernelkernel
- Public Attributes inherited from BALL::QSAR::RegressionModel
RegressionValidationvalidation
- Public Attributes inherited from BALL::QSAR::Model
const QSARDatadata
Validationmodel_val
- Protected Member Functions inherited from BALL::QSAR::KernelModel
void calculateOffsets ()
void readKernelParametersFromFile (std::ifstream &in)
void saveKernelParametersToFile (std::ofstream &out)
void saveTrainingResult (std::ofstream &out)
void readTrainingResult (std::ifstream &input, int no_substances, int no_y)
- Protected Member Functions inherited from BALL::QSAR::NonLinearModel
- Protected Member Functions inherited from BALL::QSAR::RegressionModel
void readDescriptorInformationFromFile (std::ifstream &in, int no_descriptors, bool transformation, int no_coefficients)
void saveDescriptorInformationToFile (std::ofstream &out)
- Protected Attributes inherited from BALL::QSAR::KernelModel
Matrix< doubleK_
- Protected Attributes inherited from BALL::QSAR::RegressionModel
BALL::Matrix< doubletraining_result_
Vector< doubleoffsets_
- Friends inherited from BALL::QSAR::KernelModel

Detailed Description

Definition at line 42 of file svrModel.h.

Constructor & Destructor Documentation

BALL::QSAR::SVRModel::SVRModel ( const QSARData q,
int  k_type,
double  p1,
double  p2 
)
BALL::QSAR::SVRModel::~SVRModel ( )