BALL::QSAR::KPCRModel Class Reference

#include <BALL/QSAR/kpcrModel.h>

Inheritance diagram for BALL::QSAR::KPCRModel:

[legend]

List of all members.

Public Member Functions
Constructors and Destructors
	KPCRModel (const QSARData &q, int k_type, double p1, double p2=-1)
	KPCRModel (const QSARData &q, Vector< double > &w)
	KPCRModel (const QSARData &q, String s1, String s2)
	KPCRModel (const QSARData &q, const LinearModel &lm, int column)
	~KPCRModel ()
Accessors
void	setFracVar (double frac_var)
void	train ()
void	setParameters (vector< double > &v)
vector< double >	getParameters () const
Private Attributes
double	frac_var_

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Detailed Description

class for kernel principal component regression

Definition at line 46 of file kpcrModel.h.

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Constructor & Destructor Documentation

BALL::QSAR::KPCRModel::KPCRModel	(	const QSARData &	q,
		int	k_type,
		double	p1,
		double	p2 = -1
	)

BALL::QSAR::KPCRModel::KPCRModel	(	const QSARData &	q,
		Vector< double > &	w
	)

BALL::QSAR::KPCRModel::KPCRModel	(	const QSARData &	q,
		String	s1,
		String	s2
	)

BALL::QSAR::KPCRModel::KPCRModel	(	const QSARData &	q,
		const LinearModel &	lm,
		int	column
	)

BALL::QSAR::KPCRModel::~KPCRModel

(

)

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Member Function Documentation

vector<double> BALL::QSAR::KPCRModel::getParameters

(

)

const [virtual]

Reimplemented from BALL::QSAR::Model.

void BALL::QSAR::KPCRModel::setFracVar

(

double

frac_var

)

set the fraction of the variance that should be explained by the latente variables.

void BALL::QSAR::KPCRModel::setParameters

(

vector< double > &

)

[virtual]

sets the model parameters according to the given values.

Reimplemented from BALL::QSAR::Model.

void BALL::QSAR::KPCRModel::train

(

)

[virtual]

Starts training the model.

Implements BALL::QSAR::Model.

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Member Data Documentation

double BALL::QSAR::KPCRModel::frac_var_ [private]

Definition at line 80 of file kpcrModel.h.