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//--------------------------------------------------------------------------------------------------
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// $Id $
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//
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// MVATools
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//
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// Helper Class for photon Identification decisions.
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//
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// Authors: M.Yang 2011/10/12
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//--------------------------------------------------------------------------------------------------
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#ifndef MITPHYSICS_UTILS_MVATOOLS_H
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#define MITPHYSICS_UTILS_MVATOOLS_H
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#include "MitAna/DataTree/interface/Photon.h"
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#include "MitAna/DataTree/interface/PhotonCol.h"
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#include "MitAna/DataTree/interface/TrackCol.h"
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#include "MitAna/DataTree/interface/Electron.h"
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#include "MitAna/DataTree/interface/ElectronCol.h"
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#include "MitAna/DataTree/interface/BaseVertex.h"
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#include "MitAna/DataTree/interface/DecayParticleCol.h"
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#include "MitAna/DataTree/interface/VertexCol.h"
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#include "MitAna/DataTree/interface/BeamSpotCol.h"
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#include "MitAna/DataTree/interface/TriggerObjectCol.h"
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#include "MitAna/DataTree/interface/MCParticleCol.h"
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#include "MitAna/DataTree/interface/SuperCluster.h"
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#include "MitAna/DataTree/interface/SuperClusterCol.h"
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#include "MitCommon/MathTools/interface/MathUtils.h"
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#include "MitAna/DataTree/interface/PFCandidateCol.h"
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class TRandom3;
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namespace TMVA {//MVA
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class Reader;
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}
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namespace mithep {
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class MVATools {
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public:
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MVATools();
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// MVA Typles
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enum IdMVAType {
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kNone = 0,
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k2011IdMVA,
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k2012IdMVA_globe,
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k2012IdMVA, // same as above, but more logical name...
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k2013FinalIdMVA_8TeV,
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k2013FinalIdMVA_7TeV,
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k2011IdMVA_HZg
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};
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//--------------------------
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//MVA
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//--------------------------
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//void InitializeMVA(int VariableType, TString EndcapWeights,TString BarrelWeights);
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void InitializeMVA(IdMVAType type);
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// 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
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//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);
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// removed this (fab): no needed naywhere...
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//Int_t PassElectronVetoInt(const Photon* p, const ElectronCol* els);
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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);
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// these we can remove at some point
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/* 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); */
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/* 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); */
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private:
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TMVA::Reader *fReaderEndcap;
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TMVA::Reader *fReaderBarrel;
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IdMVAType fMVAType;
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std::vector<float> mvaVars;
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std::vector<std::string> varNames;
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std::map<std::string,unsigned int> mvaVarMapEB;
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std::map<std::string,unsigned int> mvaVarMapEE;
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// -------------------------------------------------
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// fab: these guys should all go away...
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//MVA Variables
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/* float HoE; */
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/* float covIEtaIEta; */
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/* float tIso1abs; */
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/* float tIso3abs; */
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/* float tIso2abs; */
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/* float R9; */
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/* float absIsoEcal; */
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/* float absIsoHcal; */
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/* float RelEMax; */
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/* float RelETop; */
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/* float RelEBottom; */
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/* float RelELeft; */
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/* float RelERight; */
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/* float RelE2x5Max; */
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/* float RelE2x5Top; */
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/* float RelE2x5Bottom; */
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/* float RelE2x5Left; */
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/* float RelE2x5Right; */
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/* float RelE5x5; */
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/* float EtaWidth; */
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/* float PhiWidth; */
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/* float CoviEtaiPhi; */
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/* float CoviPhiiPhi; */
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/* float NVertexes; */
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/* float RelPreshowerEnergy; */
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/* //variable for v2 and v1 */
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/* float RelIsoEcal; */
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/* float RelIsoHcal; */
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/* float tIso1; */
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/* float tIso3; */
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/* float tIso2; */
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/* float ScEta; */
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/* //variables used to compute mva variables */
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/* Bool_t PassElecVeto; */
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/* double ecalIso3; */
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/* double ecalIso4; */
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/* double hcalIso4; */
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/* unsigned int wVtxInd; */
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/* double trackIso1; */
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/* // track iso only */
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/* double trackIso3; */
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/* // track iso worst vtx */
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/* double trackIso2; */
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/* double combIso1; */
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/* double combIso2; */
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/* double RawEnergy; */
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/* double dRTrack; */
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/* //spectator variables */
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/* double Pt_MVA; */
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/* double ScEta_MVA; */
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/* Bool_t isbarrel; */
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/* // check which category it is ... */
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/* int _tCat; */
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/* //1201 variable */
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/* float myphoton_pfchargedisogood03; */
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/* float myphoton_pfchargedisobad03; */
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/* float myphoton_pfphotoniso03; */
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/* float myphoton_sieie; */
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/* float myphoton_sieip; */
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/* float myphoton_etawidth; */
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/* float myphoton_phiwidth; */
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/* float myphoton_r9; */
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/* float myphoton_s4ratio; */
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/* float myphoton_SCeta; */
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/* float event_rho; */
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/* float myphoton_ESEffSigmaRR; */
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//MVA
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/* Bool_t PassMVA; */
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/* //Float_t bdt; -> removed this, we should not have this a memeber variable !!! (fab) */
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/* Int_t PassElecVetoInt; */
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TMVA::Reader *reader;
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ClassDef(MVATools, 0)
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};
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}
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#endif
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