ProcLinear.cc

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// -*- C++ -*-
//
// Package:     MVAComputer
// Class  :     ProcLinear
// 

// Implementation:
//     Variable processor to compute a simple linear discriminant using
//     coefficients for each input variable.
//
// Author:      Christophe Saout
// Created:     Sat Apr 24 15:18 CEST 2007
//

#include <vector>

#include "PhysicsTools/MVAComputer/interface/VarProcessor.h"
#include "PhysicsTools/MVAComputer/interface/Calibration.h"

using namespace PhysicsTools;

namespace { // anonymous

class ProcLinear : public VarProcessor {
    public:
    typedef VarProcessor::Registry::Registry<ProcLinear,
                    Calibration::ProcLinear> Registry;

    ProcLinear(const char *name,
               const Calibration::ProcLinear *calib,
               const MVAComputer *computer);
    ~ProcLinear() override {}

    void configure(ConfIterator iter, unsigned int n) override;
    void eval(ValueIterator iter, unsigned int n) const override;
    std::vector<double> deriv(
                ValueIterator iter, unsigned int n) const override;

    private:
    std::vector<double> coeffs;
    double          offset;
};

ProcLinear::Registry registry("ProcLinear");

ProcLinear::ProcLinear(const char *name,
                       const Calibration::ProcLinear *calib,
                       const MVAComputer *computer) :
    VarProcessor(name, calib, computer),
    coeffs(calib->coeffs),
    offset(calib->offset)
{
}

void ProcLinear::configure(ConfIterator iter, unsigned int n)
{
    while(iter)
        iter++(Variable::FLAG_OPTIONAL);

    iter << Variable::FLAG_OPTIONAL;
}

void ProcLinear::eval(ValueIterator iter, unsigned int n) const
{
    double sum = offset;

    for(std::vector<double>::const_iterator coeff = coeffs.begin();
        coeff != coeffs.end(); coeff++, ++iter) {
        if (iter.empty()) {
            iter();
            return;
        }
        sum += *coeff * *iter;
    }

    iter(sum);
}

std::vector<double> ProcLinear::deriv(ValueIterator iter, unsigned int n) const
{
    std::vector<double> result;

    for(std::vector<double>::const_iterator coeff = coeffs.begin();
        coeff != coeffs.end(); coeff++, ++iter) {
        if (!iter.empty())
            result.push_back(*coeff);
    }

    return result;
}

} // anonymous namespace