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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 | // -*- C++ -*-
/**
* @file LinearModelFactory.hxx
* @brief Factory for linear model
*
* Copyright 2005-2015 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/>.
*
* @author schueller
* @date 2012-04-18 17:56:46 +0200 (Wed, 18 Apr 2012)
*/
#ifndef OPENTURNS_LINEARMODELFACTORY_HXX
#define OPENTURNS_LINEARMODELFACTORY_HXX
#include "LinearModel.hxx"
#include "NumericalSample.hxx"
#include "ResourceMap.hxx"
BEGIN_NAMESPACE_OPENTURNS
/**
* @class LinearModelFactory
*
* Factory for linear model
*/
class OT_API LinearModelFactory
{
public:
typedef PersistentCollection<ConfidenceInterval> ConfidenceIntervalPersistentCollection;
typedef PersistentCollection<NumericalScalar> NumericalScalarPersistentCollection;
/** Default constructor */
LinearModelFactory();
/** LinearModel creation */
LinearModel build(const NumericalSample & samplePred,
const NumericalSample & sampleLab,
const NumericalScalar levelValue = ResourceMap::GetAsNumericalScalar( "LinearModelFactory-DefaultLevelValue" )) const;
}; /* class LinearModelFactory */
END_NAMESPACE_OPENTURNS
#endif /* OPENTURNS_LINEARMODELFACTORY_HXX */
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