HistogramProbabilityEstimator.cc

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#include "RecoBTag/TrackProbability/interface/HistogramProbabilityEstimator.h"
#include "RecoBTag/TrackProbability/interface/TrackClassFilter.h"
#include "CondFormats/BTauObjects/interface/CalibratedHistogram.h"
 
#include "FWCore/MessageLogger/interface/MessageLogger.h"
#include <algorithm>
using namespace reco;
using namespace std;
 
pair<bool, double> HistogramProbabilityEstimator::probability(
    bool quality, int ipType, float significance, const Track& track, const Jet& jet, const Vertex& vertex) const {
  TrackClassFilter::Input input(quality, track, jet, vertex);
 
  double trackProbability = 0;
 
  double absSignificance = fabs(significance);
 
  const CalibratedHistogram* probabilityHistogram = nullptr;
  vector<TrackProbabilityCalibration::Entry>::const_iterator found;
  vector<TrackProbabilityCalibration::Entry>::const_iterator it;
  vector<TrackProbabilityCalibration::Entry>::const_iterator it_end;
  if (ipType == 0) {
    it = m_calibration3D->data.begin();
    it_end = m_calibration3D->data.end();
  } else if (ipType == 1) {
    it = m_calibration2D->data.begin();
    it_end = m_calibration2D->data.end();
  } else
    return pair<bool, double>(probabilityHistogram, trackProbability);
 
  found = std::find_if(it, it_end, [&input](auto const& c) { return TrackClassFilter()(input, c); });
  if (found != it_end)
    probabilityHistogram = &found->histogram;
  if (!probabilityHistogram) {
    //    edm::LogWarning ("TrackProbability|HistogramMissing") << " PDF Histogram not found for this track" ;
  } else {
    trackProbability = 1. - probabilityHistogram->normalizedIntegral(absSignificance);
  }
  if (absSignificance != 0)
    trackProbability *= significance / absSignificance;  //Return a "signed" probability
 
  return pair<bool, double>(probabilityHistogram, trackProbability);
}