| 1 |
//--------------------------------------------------------------------------------------------------
|
| 2 |
// $Id $
|
| 3 |
//
|
| 4 |
// AntiElectronIDMVA3
|
| 5 |
//
|
| 6 |
// Helper Class for applying MVA anti-electron discrimination
|
| 7 |
//
|
| 8 |
// Authors: I.Naranjo
|
| 9 |
// Ported to BAMBU by Matthew Chan (11/30/12)
|
| 10 |
//--------------------------------------------------------------------------------------------------
|
| 11 |
|
| 12 |
#ifndef MITPHYSICS_UTILS_AntiElectronIDMVA3_H
|
| 13 |
#define MITPHYSICS_UTILS_AntiElectronIDMVA3_H
|
| 14 |
|
| 15 |
#include "MitAna/DataTree/interface/ElectronFwd.h"
|
| 16 |
#include "MitAna/DataTree/interface/VertexFwd.h"
|
| 17 |
#include "MitAna/DataTree/interface/TrackFwd.h"
|
| 18 |
#include "MitAna/DataTree/interface/Electron.h"
|
| 19 |
#include "MitAna/DataTree/interface/ElectronCol.h"
|
| 20 |
#include "MitAna/DataTree/interface/MuonCol.h"
|
| 21 |
#include "MitAna/DataTree/interface/PFTauCol.h"
|
| 22 |
#include "MitAna/DataTree/interface/PFCandidateCol.h"
|
| 23 |
#include "MitCommon/MathTools/interface/MathUtils.h"
|
| 24 |
|
| 25 |
#include "TMVA/Tools.h"
|
| 26 |
#include "TMVA/Reader.h"
|
| 27 |
|
| 28 |
#include <vector>
|
| 29 |
|
| 30 |
namespace mithep
|
| 31 |
{
|
| 32 |
class AntiElectronIDMVA3
|
| 33 |
{
|
| 34 |
public:
|
| 35 |
enum Level
|
| 36 |
{
|
| 37 |
Loose = 0,
|
| 38 |
Medium,
|
| 39 |
Tight,
|
| 40 |
VTight
|
| 41 |
};
|
| 42 |
|
| 43 |
AntiElectronIDMVA3();
|
| 44 |
~AntiElectronIDMVA3();
|
| 45 |
|
| 46 |
void Initialize_from_string(const std::string& methodName,
|
| 47 |
const std::string& oneProngNoEleMatch0Pi0woGSF_BL,
|
| 48 |
const std::string& oneProngNoEleMatch0Pi0wGSF_BL,
|
| 49 |
const std::string& oneProngNoEleMatch1Pi0woGSF_BL,
|
| 50 |
const std::string& oneProngNoEleMatch1Pi0wGSF_BL,
|
| 51 |
const std::string& oneProng0Pi0woGSF_BL,
|
| 52 |
const std::string& oneProng0Pi0wGSF_BL,
|
| 53 |
const std::string& oneProng1Pi0woGSF_BL,
|
| 54 |
const std::string& oneProng1Pi0wGSF_BL,
|
| 55 |
const std::string& oneProngNoEleMatch0Pi0woGSF_EC,
|
| 56 |
const std::string& oneProngNoEleMatch0Pi0wGSF_EC,
|
| 57 |
const std::string& oneProngNoEleMatch1Pi0woGSF_EC,
|
| 58 |
const std::string& oneProngNoEleMatch1Pi0wGSF_EC,
|
| 59 |
const std::string& oneProng0Pi0woGSF_EC,
|
| 60 |
const std::string& oneProng0Pi0wGSF_EC,
|
| 61 |
const std::string& oneProng1Pi0woGSF_EC,
|
| 62 |
const std::string& oneProng1Pi0wGSF_EC);
|
| 63 |
|
| 64 |
double MVAValue(Float_t TauEtaAtEcalEntrance,
|
| 65 |
Float_t TauPt,
|
| 66 |
Float_t TaudCrackEta,
|
| 67 |
Float_t TaudCrackPhi,
|
| 68 |
Float_t TauEmFraction,
|
| 69 |
Float_t TauSignalPFGammaCands,
|
| 70 |
Float_t TauLeadPFChargedHadrHoP,
|
| 71 |
Float_t TauLeadPFChargedHadrEoP,
|
| 72 |
Float_t TauVisMass,
|
| 73 |
Float_t TauHadrMva,
|
| 74 |
const std::vector<Float_t>& GammasdEta,
|
| 75 |
const std::vector<Float_t>& GammasdPhi,
|
| 76 |
const std::vector<Float_t>& GammasPt,
|
| 77 |
Float_t TauKFNumHits,
|
| 78 |
Float_t TauGSFNumHits,
|
| 79 |
Float_t TauGSFChi2,
|
| 80 |
Float_t TauGSFTrackResol,
|
| 81 |
Float_t TauGSFTracklnPt,
|
| 82 |
Float_t TauGSFTrackEta,
|
| 83 |
Float_t TauPhi,
|
| 84 |
Float_t TauSignalPFChargedCands,
|
| 85 |
Float_t TauHasGsf,
|
| 86 |
Float_t ElecEta,
|
| 87 |
Float_t ElecPhi,
|
| 88 |
Float_t ElecPt,
|
| 89 |
Float_t ElecEe,
|
| 90 |
Float_t ElecEgamma,
|
| 91 |
Float_t ElecPin,
|
| 92 |
Float_t ElecPout,
|
| 93 |
Float_t ElecFbrem,
|
| 94 |
Float_t ElecChi2GSF,
|
| 95 |
Float_t ElecGSFNumHits,
|
| 96 |
Float_t ElecGSFTrackResol,
|
| 97 |
Float_t ElecGSFTracklnPt,
|
| 98 |
Float_t ElecGSFTrackEta);
|
| 99 |
|
| 100 |
double MVAValue(Float_t TauEtaAtEcalEntrance,
|
| 101 |
Float_t TauPt,
|
| 102 |
Float_t TaudCrackEta,
|
| 103 |
Float_t TaudCrackPhi,
|
| 104 |
Float_t TauEmFraction,
|
| 105 |
Float_t TauSignalPFGammaCands,
|
| 106 |
Float_t TauLeadPFChargedHadrHoP,
|
| 107 |
Float_t TauLeadPFChargedHadrEoP,
|
| 108 |
Float_t TauVisMass,
|
| 109 |
Float_t TauHadrMva,
|
| 110 |
Float_t TauGammaEtaMom,
|
| 111 |
Float_t TauGammaPhiMom,
|
| 112 |
Float_t TauGammaEnFrac,
|
| 113 |
Float_t TauKFNumHits,
|
| 114 |
Float_t TauGSFNumHits,
|
| 115 |
Float_t TauGSFChi2,
|
| 116 |
Float_t TauGSFTrackResol,
|
| 117 |
Float_t TauGSFTracklnPt,
|
| 118 |
Float_t TauGSFTrackEta,
|
| 119 |
Float_t TauPhi,
|
| 120 |
Float_t TauSignalPFChargedCands,
|
| 121 |
Float_t TauHasGsf,
|
| 122 |
Float_t ElecEta,
|
| 123 |
Float_t ElecPhi,
|
| 124 |
Float_t ElecPt,
|
| 125 |
Float_t ElecEe,
|
| 126 |
Float_t ElecEgamma,
|
| 127 |
Float_t ElecPin,
|
| 128 |
Float_t ElecPout,
|
| 129 |
Float_t ElecFbrem,
|
| 130 |
Float_t ElecChi2GSF,
|
| 131 |
Float_t ElecGSFNumHits,
|
| 132 |
Float_t ElecGSFTrackResol,
|
| 133 |
Float_t ElecGSFTracklnPt,
|
| 134 |
Float_t ElecGSFTrackEta);
|
| 135 |
|
| 136 |
// CV: this function can be called for all categories
|
| 137 |
double MVAValue(const PFTau& thePFTau,
|
| 138 |
const Electron& theGsfEle);
|
| 139 |
// CV: this function can be called for category 1 only !!
|
| 140 |
double MVAValue(const PFTau& thePFTau);
|
| 141 |
|
| 142 |
bool Pass(double mva, int category, Level level=Loose);
|
| 143 |
bool Pass(const PFTau *thePFTauRef, const ElectronCol *electrons, double &mva, int &category, Level level=Loose);
|
| 144 |
bool Pass(const PFTau *thePFTauRef, const ElectronCol *electrons, Level level=Loose);
|
| 145 |
bool isInEcalCrack(double) const;
|
| 146 |
|
| 147 |
private:
|
| 148 |
|
| 149 |
void bookMVAs();
|
| 150 |
double dCrackEta(double eta);
|
| 151 |
double minimum(double a,double b);
|
| 152 |
double dCrackPhi(double phi, double eta);
|
| 153 |
Bool_t isInitialized_;
|
| 154 |
std::string methodName_;
|
| 155 |
TMVA::Reader* fTMVAReader_[16];
|
| 156 |
|
| 157 |
Float_t GammadEta_;
|
| 158 |
Float_t GammadPhi_;
|
| 159 |
Float_t GammadPt_;
|
| 160 |
|
| 161 |
Float_t Tau_EtaAtEcalEntrance_;
|
| 162 |
Float_t Tau_Pt_;
|
| 163 |
Float_t Tau_dCrackEta_;
|
| 164 |
Float_t Tau_dCrackPhi_;
|
| 165 |
Float_t Tau_EmFraction_;
|
| 166 |
Float_t Tau_NumGammaCands_;
|
| 167 |
Float_t Tau_HadrHoP_;
|
| 168 |
Float_t Tau_HadrEoP_;
|
| 169 |
Float_t Tau_VisMass_;
|
| 170 |
Float_t Tau_HadrMva_;
|
| 171 |
Float_t Tau_GammaEtaMom_;
|
| 172 |
Float_t Tau_GammaPhiMom_;
|
| 173 |
Float_t Tau_GammaEnFrac_;
|
| 174 |
Float_t Tau_GSFChi2_;
|
| 175 |
Float_t Tau_NumHitsVariable_;
|
| 176 |
Float_t Tau_GSFTrackResol_;
|
| 177 |
Float_t Tau_GSFTracklnPt_;
|
| 178 |
Float_t Tau_GSFTrackEta_;
|
| 179 |
|
| 180 |
Float_t Elec_EtotOverPin_;
|
| 181 |
Float_t Elec_EgammaOverPdif_;
|
| 182 |
Float_t Elec_Fbrem_;
|
| 183 |
Float_t Elec_Chi2GSF_;
|
| 184 |
Float_t Elec_GSFNumHits_;
|
| 185 |
Float_t Elec_GSFTrackResol_;
|
| 186 |
Float_t Elec_GSFTracklnPt_;
|
| 187 |
Float_t Elec_GSFTrackEta_;
|
| 188 |
|
| 189 |
std::vector<std::vector<double> > cuts_;
|
| 190 |
|
| 191 |
int verbosity_;
|
| 192 |
};
|
| 193 |
}
|
| 194 |
#endif
|
