/usr/include/openturns/ClassifierImplementation.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.
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/**
* @brief Classification algorithm base type
*
* 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_CLASSIFIERIMPLEMENTATION_HXX
#define OPENTURNS_CLASSIFIERIMPLEMENTATION_HXX
#include "openturns/PersistentObject.hxx"
#include "openturns/Sample.hxx"
BEGIN_NAMESPACE_OPENTURNS
/**
* @class ClassifierImplementation
*
* Classification algorithm base type
*/
class OT_API ClassifierImplementation
: public PersistentObject
{
CLASSNAME;
public:
/** Default constructor */
ClassifierImplementation();
/** Default constructor */
ClassifierImplementation(const Sample & inputSample,
const Indices & outClasses);
/** Virtual constructor */
virtual ClassifierImplementation * clone() const;
/** Associate a point with a class */
virtual UnsignedInteger classify(const Point & inP) const;
virtual Indices classify(const Sample & inS) const;
protected:
virtual Indices classifyParallel(const Sample & inS) const;
virtual Indices classifySequential(const Sample & inS) const;
public:
/** Grade a point as if it were associated to a class */
virtual Scalar grade(const Point & inP,
const UnsignedInteger outC) const;
virtual Point grade(const Sample & inS,
const Indices & outC) const;
protected:
virtual Point gradeParallel(const Sample & inS,
const Indices & outC) const;
virtual Point gradeSequential(const Sample & inS,
const Indices & outC) const;
public:
/** String converter */
virtual String __repr__() const;
virtual String __str__(const String & offset = "") const;
/** Verbosity accessor */
void setVerbose(const Bool verbose);
Bool getVerbose() const;
/** Input space dimension */
virtual UnsignedInteger getDimension() const;
/** Parallelization flag accessor */
void setParallel(const Bool flag);
Bool isParallel() const;
/** 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:
/** Input sample */
Sample inputSample_;
/** Output sample */
Indices classes_;
private:
/** Verbosity flag */
Bool verbose_;
/** Flag to tell if parallelization must be used */
Bool isParallel_;
}; /* class ClassifierImplementation */
END_NAMESPACE_OPENTURNS
#endif /* OPENTURNS_CLASSIFIERIMPLEMENTATION_HXX */
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