/usr/include/openturns/LeastSquaresMetaModelSelection.hxx is in libopenturns-dev 1.9-5.
This file is owned by root:root, with mode 0o644.
The actual contents of the file can be viewed below.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 | // -*- C++ -*-
/**
* @brief Basis selection algorithm
*
* Copyright 2005-2017 Airbus-EDF-IMACS-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/>.
*
*/
#ifndef OPENTURNS_LEASTSQUARESMETAMODELSELECTION_HXX
#define OPENTURNS_LEASTSQUARESMETAMODELSELECTION_HXX
#include "openturns/ApproximationAlgorithmImplementation.hxx"
#include "openturns/FittingAlgorithm.hxx"
#include "openturns/BasisSequenceFactory.hxx"
#include "openturns/CorrectedLeaveOneOut.hxx"
#include "openturns/LARS.hxx"
BEGIN_NAMESPACE_OPENTURNS
/**
* @class LeastSquaresMetaModelSelection
*
* Basis selection algorithm
*/
class OT_API LeastSquaresMetaModelSelection
: public ApproximationAlgorithmImplementation
{
CLASSNAME;
public:
/** Default constructor */
LeastSquaresMetaModelSelection(const Sample & x,
const Sample & y,
const Basis & psi,
const Indices & indices,
const BasisSequenceFactory & basisSequenceFactory = LARS(),
const FittingAlgorithm & fittingAlgorithm = CorrectedLeaveOneOut());
/** Default constructor */
LeastSquaresMetaModelSelection(const Sample & x,
const Sample & y,
const Point & weight,
const Basis & psi,
const Indices & indices,
const BasisSequenceFactory & basisSequenceFactory = LARS(),
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 */
using ApproximationAlgorithmImplementation::run;
virtual void run(const DesignProxy & proxy);
/** 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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