/usr/include/openturns/LeastSquaresMetaModelSelection.hxx is in libopenturns-dev 0.15-2.
This file is owned by root:root, with mode 0o644.
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/**
* @file LeastSquaresMetaModelSelection.hxx
* @brief Basis selection algorithm
*
* (C) Copyright 2005-2011 EDF-EADS-Phimeca
*
* This library is free software; you can redistribute it and/or
* modify it under the terms of the GNU Lesser General Public
* License as published by the Free Software Foundation; either
* version 2.1 of the License.
*
* This library is distributed in the hope that it will be useful
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
* Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public
* License along with this library; if not, write to the Free Software
* Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
*
* @author: $LastChangedBy: schueller $
* @date: $LastChangedDate: 2010-11-09 13:44:00 +0100 (Tue, 09 Nov 2010) $
* Id: $Id: LeastSquaresMetaModelSelection.hxx 1649 2010-11-09 12:44:00Z schueller $
*/
#ifndef OPENTURNS_LEASTSQUARESMETAMODELSELECTION_HXX
#define OPENTURNS_LEASTSQUARESMETAMODELSELECTION_HXX
#include "ApproximationAlgorithmImplementation.hxx"
#include "FittingAlgorithm.hxx"
#include "BasisSequenceFactory.hxx"
#include "CorrectedLeaveOneOut.hxx"
#include "LAR.hxx"
namespace OpenTURNS {
namespace Base {
namespace Algo {
/**
* @class LeastSquaresMetaModelSelection
*
* Basis selection algorithm
*/
class LeastSquaresMetaModelSelection
: public ApproximationAlgorithmImplementation
{
CLASSNAME;
public:
typedef Base::Type::NumericalPoint NumericalPoint;
typedef Base::Stat::NumericalSample NumericalSample;
typedef Base::Func::Basis Basis;
typedef Base::Func::BasisSequenceFactory BasisSequenceFactory;
typedef Base::Func::LAR LAR;
typedef Base::Common::StorageManager StorageManager;
typedef Base::Algo::FittingAlgorithm FittingAlgorithm;
/** Default constructor */
LeastSquaresMetaModelSelection(const NumericalSample & x,
const NumericalSample & y,
const Basis & psi,
const BasisSequenceFactory & basisSequenceFactory = LAR(),
const FittingAlgorithm & fittingAlgorithm = CorrectedLeaveOneOut());
/** Default constructor */
LeastSquaresMetaModelSelection(const NumericalSample & x,
const NumericalSample & y,
const NumericalPoint & weight,
const Basis & psi,
const BasisSequenceFactory & basisSequenceFactory = LAR(),
const FittingAlgorithm & fittingAlgorithm = CorrectedLeaveOneOut());
/** Virtual constructor */
virtual LeastSquaresMetaModelSelection * clone() const;
/** String converter */
virtual String __repr__() const;
/** BasisSequenceFactory accessor */
void setBasisSequenceFactory(const BasisSequenceFactory & basisSequenceFactory);
BasisSequenceFactory getBasisSequenceFactory() const;
/** FittingAlgorithm accessor */
void setFittingAlgorithm(const FittingAlgorithm & fittingAlgorithm);
FittingAlgorithm getFittingAlgorithm() const;
/** Perform the selection */
virtual void run();
/** Method save() stores the object through the StorageManager */
virtual void save(StorageManager::Advocate & adv) const;
/** Method load() reloads the object from the StorageManager */
virtual void load(StorageManager::Advocate & adv);
protected:
friend class Base::Common::Factory<LeastSquaresMetaModelSelection>;
/** Default constructor */
LeastSquaresMetaModelSelection();
/** Algorithm that builds the BasisSequence */
BasisSequenceFactory basisSequenceFactory_;
/** Basis selection algorithm */
FittingAlgorithm fittingAlgorithm_;
}; /* class LeastSquaresMetaModelSelection */
} /* namespace Algo */
} /* namespace Base */
} /* namespace OpenTURNS */
#endif /* OPENTURNS_LEASTSQUARESMETAMODELSELECTION_HXX */
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