TrackProbabilityTagInfo

Macros

Line Code
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#ifndef BTauReco_BJetTagTrackProbability_h
#define BTauReco_BJetTagTrackProbability_h

#include "DataFormats/BTauReco/interface/RefMacros.h"
#include "DataFormats/TrackReco/interface/Track.h"
#include "DataFormats/BTauReco/interface/JTATagInfo.h"
#include "DataFormats/JetReco/interface/JetTracksAssociation.h"

namespace reco {

  class TrackProbabilityTagInfo : public JTATagInfo {
  public:
    TrackProbabilityTagInfo(const std::vector<double>& probability2d,
                            const std::vector<double>& probability3d,
                            const std::vector<int>& trackOrder2d,
                            const std::vector<int>& trackOrder3d,
                            const JetTracksAssociationRef& jtaRef)
        : JTATagInfo(jtaRef),
          m_probability2d(probability2d),
          m_probability3d(probability3d),
          m_trackOrder2d(trackOrder2d),
          m_trackOrder3d(trackOrder3d) {}

    TrackProbabilityTagInfo() {}

    ~TrackProbabilityTagInfo() override {}

    int factorial(int n) const {
      if (n < 2)
        return 1;
      else
        return n * factorial(n - 1);
    }

    virtual float probability(size_t n, int ip) const {
      if (ip == 0) {
        if (n < m_probability3d.size())
          return m_probability3d[n];
      } else {
        if (n < m_probability2d.size())
          return m_probability2d[n];
      }
      return -10.;
    }

    virtual float jetProbability(int ip, float minTrackProb) const {
      const std::vector<double>* vp;
      if (ip == 0)
        vp = &m_probability3d;
      else
        vp = &m_probability2d;
      const std::vector<double>& v = *vp;

      int ngoodtracks = v.size();
      double SumJet = 0.;

      for (std::vector<double>::const_iterator q = v.begin(); q != v.end(); q++) {
        SumJet += (*q > minTrackProb) ? log(*q) : log(minTrackProb);
      }

      double ProbJet;
      double Loginvlog = 0;

      if (SumJet < 0.) {
        if (ngoodtracks >= 2) {
          Loginvlog = log(-SumJet);
        }
        double Prob = 1.;
        for (int l = 1; l != ngoodtracks; l++) {
          Prob += exp(l * Loginvlog - log(1. * factorial(l)));
        }
        double LogProb = log(Prob);
        ProbJet = std::min(exp(std::max(LogProb + SumJet, -30.)), 1.);
      } else {
        ProbJet = 1.;
      }
      if (ProbJet > 1)
        std::cout << "ProbJet too high: " << ProbJet << std::endl;

      //double LogProbJet=-log(ProbJet);
      //return 1.-ProbJet;
      return -log10(ProbJet) / 4.;
    }

    /**
  Recompute discriminator 
  ipType = 0 means 3d impact parameter
  ipType = 1 means transverse impact parameter
  
  minProb is the minimum probability allowed  for a single track. Tracks with lower probability 
  are considered with a probability = minProb.
 */
    virtual float discriminator(int ipType, float minProb) const { return jetProbability(ipType, minProb); }

    virtual int selectedTracks(int ipType) const {
      if (ipType == 0)
        return m_probability3d.size();
      else
        return m_probability2d.size();
    }
    virtual int trackIndex(size_t n, int ip) const {
      if (ip == 0) {
        if (n < m_probability3d.size())
          return m_trackOrder3d[n];
      } else {
        if (n < m_probability2d.size())
          return m_trackOrder2d[n];
      }
      return 0;
    }

    virtual const Track& track(size_t n, int ipType) const { return *tracks()[trackIndex(n, ipType)]; }

    TrackProbabilityTagInfo* clone() const override { return new TrackProbabilityTagInfo(*this); }

  private:
    std::vector<double> m_probability2d;  //
    std::vector<double> m_probability3d;  // create a smarter container instead of
    std::vector<int> m_trackOrder2d;      // this pair of vectors.
    std::vector<int> m_trackOrder3d;      //
  };

  //typedef edm::ExtCollection< TrackProbabilityTagInfo,JetTagCollection> TrackProbabilityExtCollection;
  //typedef edm::OneToOneAssociation<JetTagCollection, TrackProbabilityTagInfo> TrackProbabilityExtCollection;

  DECLARE_EDM_REFS(TrackProbabilityTagInfo)

}  // namespace reco
#endif