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kpcrModel.h
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// -*- Mode: C++; tab-width: 2; -*-
// vi: set ts=2:
//
//
#ifndef BALL_QSAR_KPCRMODEL_H
#define BALL_QSAR_KPCRMODEL_H
#ifndef BALL_QSAR_KERNELMODEL_H
#include <BALL/QSAR/kernelModel.h>
#endif
#ifndef BALL_QSAR_PCRMODEL_H
#include <BALL/QSAR/pcrModel.h>
#endif
#ifndef BALL_QSAR_NONLINEARMODEL_H
#include <BALL/QSAR/nonlinearModel.h>
#endif
namespace BALL
{
namespace QSAR
{
class BALL_EXPORT KPCRModel : public KernelModel, public LatentVariableModel
{
public:
KPCRModel(const QSARData& q, int k_type, double p1, double p2=-1);
KPCRModel(const QSARData& q, Eigen::VectorXd& w);
KPCRModel(const QSARData& q, String s1, String s2);
KPCRModel(const QSARData& q, const LinearModel& lm, int column);
~KPCRModel();
void setFracVar(double frac_var);
void train();
void setParameters(vector<double>& v);
vector<double> getParameters() const;
private:
double frac_var_;
};
}
}
#endif //KPCRMODEL
BALL_EXPORT
#define BALL_EXPORT
Definition COMMON/global.h:50
BALL::QSAR::KPCRModel::getParameters
vector< double > getParameters() const
BALL::QSAR::KPCRModel::KPCRModel
KPCRModel(const QSARData &q, const LinearModel &lm, int column)
BALL::QSAR::KPCRModel::train
void train()
BALL::QSAR::KPCRModel::setFracVar
void setFracVar(double frac_var)
BALL::QSAR::KPCRModel::KPCRModel
KPCRModel(const QSARData &q, int k_type, double p1, double p2=-1)
BALL::QSAR::KPCRModel::~KPCRModel
~KPCRModel()
BALL::QSAR::KPCRModel::KPCRModel
KPCRModel(const QSARData &q, Eigen::VectorXd &w)
BALL::QSAR::KPCRModel::setParameters
void setParameters(vector< double > &v)
BALL::QSAR::KPCRModel::KPCRModel
KPCRModel(const QSARData &q, String s1, String s2)
BALL::QSAR::KernelModel::KernelModel
KernelModel(const QSARData &q, int k_type, double p1, double p2)
BALL::QSAR::LatentVariableModel::LatentVariableModel
LatentVariableModel()
BALL::QSAR::LinearModel
Definition linearModel.h:18
BALL::QSAR::QSARData
Definition QSARData.h:56
BALL::String
Definition string.h:57
kernelModel.h
BALL::QSAR
Definition allModel.h:17
BALL
Definition constants.h:13
nonlinearModel.h
pcrModel.h