/usr/include/openturns/LeastSquaresMetaModelSelection.hxx is in libopenturns-dev 1.2-2.
This file is owned by root:root, with mode 0o644.
The actual contents of the file can be viewed below.
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/**
* @file LeastSquaresMetaModelSelection.hxx
* @brief Basis selection algorithm
*
* Copyright (C) 2005-2013 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 3 of the License, or
* (at your option) any later version.
*
* 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
* along with this library. If not, see <http://www.gnu.org/licenses/>.
*
* @author schueller
* @date 2010-11-09 13:44:00 +0100 (Tue, 09 Nov 2010)
*/
#ifndef OPENTURNS_LEASTSQUARESMETAMODELSELECTION_HXX
#define OPENTURNS_LEASTSQUARESMETAMODELSELECTION_HXX
#include "ApproximationAlgorithmImplementation.hxx"
#include "FittingAlgorithm.hxx"
#include "BasisSequenceFactory.hxx"
#include "CorrectedLeaveOneOut.hxx"
#include "LAR.hxx"
BEGIN_NAMESPACE_OPENTURNS
/**
* @class LeastSquaresMetaModelSelection
*
* Basis selection algorithm
*/
class LeastSquaresMetaModelSelection
: public ApproximationAlgorithmImplementation
{
CLASSNAME;
public:
/** 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(Advocate & adv) const;
/** Method load() reloads the object from the StorageManager */
virtual void load(Advocate & adv);
protected:
friend class Factory<LeastSquaresMetaModelSelection>;
/** Default constructor */
LeastSquaresMetaModelSelection();
/** Algorithm that builds the BasisSequence */
BasisSequenceFactory basisSequenceFactory_;
/** Basis selection algorithm */
FittingAlgorithm fittingAlgorithm_;
}; /* class LeastSquaresMetaModelSelection */
END_NAMESPACE_OPENTURNS
#endif /* OPENTURNS_LEASTSQUARESMETAMODELSELECTION_HXX */
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