AbsResponseBoxBuilder.hh

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#ifndef NPSTAT_ABSRESPONSEBOXBUILDER_HH_
#define NPSTAT_ABSRESPONSEBOXBUILDER_HH_
 
/*!
// \file AbsResponseBoxBuilder.hh
//
// \brief Base class for building response boxes for multivariate density
//        estimation in regression context
//
// Author: I. Volobouev
//
// July 2015
*/
 
#include <utility>
 
#include "npstat/nm/BoxND.hh"
#include "npstat/stat/OrderedPointND.hh"
 
namespace npstat {
    template <class Point>
    class AbsResponseBoxBuilder
    {
    public:
        typedef std::pair<const Point*, double> WeightedPointPtr;
        typedef std::vector<WeightedPointPtr> WeightedPtrVec;
 
        inline virtual ~AbsResponseBoxBuilder() {}
 
        virtual BoxND<double> makeResponseBox(
            unsigned long uniqueId,
            const double* predictorCoords, unsigned nPredictors,
            const BoxND<double>& predictorBox,
            std::vector<OrderedPointND<Point> >& data) const = 0;
 
        virtual BoxND<double> makeResponseBoxW(
            unsigned long uniqueId,
            const double* predictorCoords, unsigned nPredictors,
            const BoxND<double>& predictorBox, const WeightedPtrVec& data,
            const unsigned* dimsToUse, unsigned nDimsToUse) const = 0;
    };
}
 
#endif // NPSTAT_ABSRESPONSEBOXBUILDER_HH_