| 1 |
mingyang |
1.1 |
//--------------------------------------------------------------------------------------------------
|
| 2 |
|
|
// $Id $
|
| 3 |
|
|
//
|
| 4 |
|
|
// MVATools
|
| 5 |
|
|
//
|
| 6 |
|
|
// Helper Class for photon Identification decisions.
|
| 7 |
|
|
//
|
| 8 |
|
|
// Authors: M.Yang 2011/10/12
|
| 9 |
|
|
//--------------------------------------------------------------------------------------------------
|
| 10 |
|
|
|
| 11 |
|
|
#ifndef MITPHYSICS_UTILS_MVATOOLS_H
|
| 12 |
|
|
#define MITPHYSICS_UTILS_MVATOOLS_H
|
| 13 |
|
|
|
| 14 |
|
|
#include "MitAna/DataTree/interface/Photon.h"
|
| 15 |
|
|
#include "MitAna/DataTree/interface/PhotonCol.h"
|
| 16 |
|
|
#include "MitAna/DataTree/interface/TrackCol.h"
|
| 17 |
|
|
#include "MitAna/DataTree/interface/Electron.h"
|
| 18 |
|
|
#include "MitAna/DataTree/interface/ElectronCol.h"
|
| 19 |
|
|
#include "MitAna/DataTree/interface/BaseVertex.h"
|
| 20 |
|
|
#include "MitAna/DataTree/interface/DecayParticleCol.h"
|
| 21 |
|
|
#include "MitAna/DataTree/interface/VertexCol.h"
|
| 22 |
|
|
#include "MitAna/DataTree/interface/BeamSpotCol.h"
|
| 23 |
|
|
#include "MitAna/DataTree/interface/TriggerObjectCol.h"
|
| 24 |
|
|
#include "MitAna/DataTree/interface/MCParticleCol.h"
|
| 25 |
|
|
#include "MitAna/DataTree/interface/SuperCluster.h"
|
| 26 |
|
|
#include "MitAna/DataTree/interface/SuperClusterCol.h"
|
| 27 |
|
|
#include "MitCommon/MathTools/interface/MathUtils.h"
|
| 28 |
mingyang |
1.8 |
#include "MitAna/DataTree/interface/PFCandidateCol.h"
|
| 29 |
mingyang |
1.1 |
|
| 30 |
|
|
class TRandom3;
|
| 31 |
|
|
namespace TMVA {//MVA
|
| 32 |
|
|
class Reader;
|
| 33 |
|
|
}
|
| 34 |
|
|
|
| 35 |
|
|
namespace mithep {
|
| 36 |
|
|
class MVATools {
|
| 37 |
fabstoec |
1.12 |
public:
|
| 38 |
mingyang |
1.4 |
MVATools();
|
| 39 |
fabstoec |
1.12 |
|
| 40 |
|
|
// MVA Typles
|
| 41 |
|
|
enum IdMVAType {
|
| 42 |
|
|
kNone = 0,
|
| 43 |
|
|
k2011IdMVA,
|
| 44 |
|
|
k2012IdMVA_globe,
|
| 45 |
|
|
k2012IdMVA, // same as above, but more logical name...
|
| 46 |
|
|
k2011IdMVA_HZg
|
| 47 |
|
|
};
|
| 48 |
mingyang |
1.4 |
|
| 49 |
|
|
//--------------------------
|
| 50 |
|
|
//MVA
|
| 51 |
|
|
//--------------------------
|
| 52 |
|
|
|
| 53 |
fabstoec |
1.12 |
//void InitializeMVA(int VariableType, TString EndcapWeights,TString BarrelWeights);
|
| 54 |
|
|
void InitializeMVA(IdMVAType type);
|
| 55 |
mingyang |
1.1 |
|
| 56 |
fabstoec |
1.12 |
// removed this (fab): if a mod want to cuty on BDT values, compute them in the mod using GetMVAbdtValue(..) and make the cut in the mod
|
| 57 |
|
|
//Bool_t PassMVASelection (const Photon* p,const Vertex* vtx,const TrackCol* trackCol,const VertexCol* vtxCol,Double_t _tRho,Float_t bdtCutBarrel, Float_t bdtCutEndcap, const ElectronCol* els=0, Bool_t applyElectronVeto=kTRUE);
|
| 58 |
|
|
// removed this (fab): no needed naywhere...
|
| 59 |
|
|
//Int_t PassElectronVetoInt(const Photon* p, const ElectronCol* els);
|
| 60 |
|
|
|
| 61 |
|
|
Double_t GetMVAbdtValue (const Photon* p,const Vertex* vtx,const TrackCol* trackCol,const VertexCol* vtxCol,Double_t _tRho, const PFCandidateCol *fPFCands=NULL ,const ElectronCol* els=0, Bool_t applyElectronVeto=kTRUE);
|
| 62 |
|
|
|
| 63 |
|
|
// these we can remove at some point
|
| 64 |
|
|
/* Float_t GetMVAbdtValue_2011 (const Photon* p,const Vertex* vtx,const TrackCol* trackCol,const VertexCol* vtxCol,Double_t _tRho, const ElectronCol* els=0, Bool_t applyElectronVeto=kTRUE); */
|
| 65 |
|
|
/* Float_t GetMVAbdtValue_2012_globe(const Photon* p,const Vertex* vtx,const TrackCol* trackCol,const VertexCol* vtxCol,Double_t _tRho, const PFCandidateCol *fPFCands=NULL ,const ElectronCol* els=0, Bool_t applyElectronVeto=kTRUE); */
|
| 66 |
|
|
|
| 67 |
|
|
|
| 68 |
|
|
private:
|
| 69 |
|
|
|
| 70 |
|
|
TMVA::Reader *fReaderEndcap;
|
| 71 |
|
|
TMVA::Reader *fReaderBarrel;
|
| 72 |
|
|
|
| 73 |
|
|
IdMVAType fMVAType;
|
| 74 |
|
|
std::vector<float> mvaVars;
|
| 75 |
|
|
std::map<std::string,float*> mvaVarMapEB;
|
| 76 |
|
|
std::map<std::string,float*> mvaVarMapEE;
|
| 77 |
|
|
|
| 78 |
|
|
// -------------------------------------------------
|
| 79 |
|
|
// fab: these guys should all go away...
|
| 80 |
|
|
//MVA Variables
|
| 81 |
|
|
/* float HoE; */
|
| 82 |
|
|
/* float covIEtaIEta; */
|
| 83 |
|
|
/* float tIso1abs; */
|
| 84 |
|
|
/* float tIso3abs; */
|
| 85 |
|
|
/* float tIso2abs; */
|
| 86 |
|
|
/* float R9; */
|
| 87 |
|
|
|
| 88 |
|
|
/* float absIsoEcal; */
|
| 89 |
|
|
/* float absIsoHcal; */
|
| 90 |
|
|
/* float RelEMax; */
|
| 91 |
|
|
/* float RelETop; */
|
| 92 |
|
|
/* float RelEBottom; */
|
| 93 |
|
|
/* float RelELeft; */
|
| 94 |
|
|
/* float RelERight; */
|
| 95 |
|
|
/* float RelE2x5Max; */
|
| 96 |
|
|
/* float RelE2x5Top; */
|
| 97 |
|
|
/* float RelE2x5Bottom; */
|
| 98 |
|
|
/* float RelE2x5Left; */
|
| 99 |
|
|
/* float RelE2x5Right; */
|
| 100 |
|
|
/* float RelE5x5; */
|
| 101 |
|
|
|
| 102 |
|
|
/* float EtaWidth; */
|
| 103 |
|
|
/* float PhiWidth; */
|
| 104 |
|
|
/* float CoviEtaiPhi; */
|
| 105 |
|
|
/* float CoviPhiiPhi; */
|
| 106 |
|
|
|
| 107 |
|
|
/* float NVertexes; */
|
| 108 |
|
|
/* float RelPreshowerEnergy; */
|
| 109 |
|
|
|
| 110 |
|
|
/* //variable for v2 and v1 */
|
| 111 |
|
|
/* float RelIsoEcal; */
|
| 112 |
|
|
/* float RelIsoHcal; */
|
| 113 |
|
|
/* float tIso1; */
|
| 114 |
|
|
/* float tIso3; */
|
| 115 |
|
|
/* float tIso2; */
|
| 116 |
|
|
|
| 117 |
|
|
/* float ScEta; */
|
| 118 |
|
|
|
| 119 |
|
|
/* //variables used to compute mva variables */
|
| 120 |
|
|
|
| 121 |
|
|
/* Bool_t PassElecVeto; */
|
| 122 |
|
|
|
| 123 |
|
|
/* double ecalIso3; */
|
| 124 |
|
|
/* double ecalIso4; */
|
| 125 |
|
|
/* double hcalIso4; */
|
| 126 |
|
|
|
| 127 |
|
|
/* unsigned int wVtxInd; */
|
| 128 |
|
|
|
| 129 |
|
|
/* double trackIso1; */
|
| 130 |
|
|
|
| 131 |
|
|
/* // track iso only */
|
| 132 |
|
|
/* double trackIso3; */
|
| 133 |
|
|
|
| 134 |
|
|
/* // track iso worst vtx */
|
| 135 |
|
|
/* double trackIso2; */
|
| 136 |
|
|
|
| 137 |
|
|
/* double combIso1; */
|
| 138 |
|
|
/* double combIso2; */
|
| 139 |
|
|
|
| 140 |
|
|
/* double RawEnergy; */
|
| 141 |
|
|
|
| 142 |
|
|
/* double dRTrack; */
|
| 143 |
|
|
|
| 144 |
|
|
/* //spectator variables */
|
| 145 |
|
|
/* double Pt_MVA; */
|
| 146 |
|
|
/* double ScEta_MVA; */
|
| 147 |
|
|
|
| 148 |
|
|
/* Bool_t isbarrel; */
|
| 149 |
|
|
|
| 150 |
|
|
/* // check which category it is ... */
|
| 151 |
|
|
/* int _tCat; */
|
| 152 |
|
|
|
| 153 |
|
|
/* //1201 variable */
|
| 154 |
|
|
/* float myphoton_pfchargedisogood03; */
|
| 155 |
|
|
/* float myphoton_pfchargedisobad03; */
|
| 156 |
|
|
/* float myphoton_pfphotoniso03; */
|
| 157 |
|
|
/* float myphoton_sieie; */
|
| 158 |
|
|
/* float myphoton_sieip; */
|
| 159 |
|
|
/* float myphoton_etawidth; */
|
| 160 |
|
|
/* float myphoton_phiwidth; */
|
| 161 |
|
|
/* float myphoton_r9; */
|
| 162 |
|
|
/* float myphoton_s4ratio; */
|
| 163 |
|
|
/* float myphoton_SCeta; */
|
| 164 |
|
|
/* float event_rho; */
|
| 165 |
|
|
/* float myphoton_ESEffSigmaRR; */
|
| 166 |
|
|
|
| 167 |
|
|
//MVA
|
| 168 |
|
|
/* Bool_t PassMVA; */
|
| 169 |
|
|
/* //Float_t bdt; -> removed this, we should not have this a memeber variable !!! (fab) */
|
| 170 |
|
|
/* Int_t PassElecVetoInt; */
|
| 171 |
mingyang |
1.8 |
|
| 172 |
|
|
|
| 173 |
fabstoec |
1.12 |
TMVA::Reader *reader;
|
| 174 |
|
|
ClassDef(MVATools, 0)
|
| 175 |
|
|
};
|
| 176 |
mingyang |
1.1 |
}
|
| 177 |
|
|
|
| 178 |
|
|
#endif
|
