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//--------------------------------------------------------------------------------------------------
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// $Id $
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//
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// MuonIDMVA
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//
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// Helper Class for Muon Identification MVA
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//
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// Authors: S.Xie
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//--------------------------------------------------------------------------------------------------
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#ifndef MITPHYSICS_UTILS_MuonIDMVA_H
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#define MITPHYSICS_UTILS_MuonIDMVA_H
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#include "MitAna/DataTree/interface/MuonFwd.h"
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#include "MitAna/DataTree/interface/VertexFwd.h"
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#include "MitAna/DataTree/interface/TrackFwd.h"
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#include "MitAna/DataTree/interface/Muon.h"
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#include "MitAna/DataTree/interface/MuonCol.h"
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#include "MitAna/DataTree/interface/ElectronCol.h"
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#include "MitAna/DataTree/interface/PFCandidateCol.h"
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#include "MitAna/DataTree/interface/PileupEnergyDensityCol.h"
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#include "MitCommon/MathTools/interface/MathUtils.h"
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#include "MitPhysics/Utils/interface/MuonTools.h"
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// for Rho definitons
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#include "MitPhysics/Utils/interface/RhoUtilities.h"
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class TRandom3;
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namespace TMVA {
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class Reader;
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}
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namespace mithep {
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class MuonIDMVA {
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public:
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MuonIDMVA();
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~MuonIDMVA();
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enum MVAType {
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kUninitialized,
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kV2,
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kV3,
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kV8,
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kIDIsoCombinedDetIso,
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kIsoRingsV0,
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kIDIsoCombinedIsoRingsV0,
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kIDV0,
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kIsoDeltaR
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};
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void Initialize( std::string methodName,
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std::string weightsfile,
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MuonIDMVA::MVAType type,
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RhoUtilities::RhoType theRhoType = RhoUtilities::DEFAULT);
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void Initialize( std::string methodName,
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MuonIDMVA::MVAType type,
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Bool_t useBinnedVersion,
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std::vector<std::string> weightsfiles,
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RhoUtilities::RhoType theRhoType = RhoUtilities::DEFAULT);
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void Initialize(TString methodName,
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TString Subdet0Pt10To14p5Weights ,
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TString Subdet1Pt10To14p5Weights ,
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TString Subdet0Pt14p5To20Weights,
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TString Subdet1Pt14p5To20Weights,
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TString Subdet0Pt20ToInfWeights,
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TString Subdet1Pt20ToInfWeights,
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MuonIDMVA::MVAType type,
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RhoUtilities::RhoType theRhoType = RhoUtilities::DEFAULT);
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Bool_t IsInitialized() const { return fIsInitialized; }
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UInt_t GetMVABin(double eta,double pt,
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Bool_t isGlobal = kTRUE, Bool_t isTrackerMuon = kTRUE ) const;
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Double_t MVAValue(const Muon *mu, const Vertex *vertex, MuonTools *fMuonTools,
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const PFCandidateCol *PFCands,
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const PileupEnergyDensityCol *PileupEnergyDensity,
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Bool_t printDebug = kFALSE);
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Double_t MVAValue(const Muon *mu, const Vertex *vertex, MuonTools *fMuonTools,
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const PFCandidateCol *PFCands,
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const PileupEnergyDensityCol *PileupEnergyDensity,
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MuonTools::EMuonEffectiveAreaTarget EffectiveAreaTarget,
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const ElectronCol *goodElectrons,
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const MuonCol *goodMuons,
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Bool_t printDebug = kFALSE);
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Double_t MVAValue( Double_t MuPt , Double_t MuEta,
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Double_t MuTkNchi2,
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Double_t MuGlobalNchi2,
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Double_t MuNValidHits,
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Double_t MuNTrackerHits,
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Double_t MuNPixelHits,
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Double_t MuNMatches,
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Double_t MuD0,
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Double_t MuIP3d,
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Double_t MuIP3dSig,
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Double_t MuTrkKink,
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Double_t MuSegmentCompatibility,
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Double_t MuCaloCompatibility,
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Double_t MuHadEnergyOverPt,
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Double_t MuHoEnergyOverPt,
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Double_t MuEmEnergyOverPt,
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Double_t MuHadS9EnergyOverPt,
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Double_t MuHoS9EnergyOverPt,
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Double_t MuEmS9EnergyOverPt,
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Double_t MuChargedIso03OverPt,
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Double_t MuNeutralIso03OverPt,
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Double_t MuChargedIso04OverPt,
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Double_t MuNeutralIso04OverPt,
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Bool_t printDebug = kFALSE
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);
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Double_t MVAValue( Double_t MuPt , Double_t MuEta,
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Double_t MuTkNchi2,
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Double_t MuGlobalNchi2,
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Double_t MuNValidHits,
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Double_t MuNTrackerHits,
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Double_t MuNPixelHits,
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Double_t MuNMatches,
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Double_t MuD0,
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Double_t MuIP3d,
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Double_t MuIP3dSig,
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Double_t MuTrkKink,
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Double_t MuSegmentCompatibility,
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Double_t MuCaloCompatibility,
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Double_t MuHadEnergyOverPt,
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Double_t MuHoEnergyOverPt,
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Double_t MuEmEnergyOverPt,
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Double_t MuHadS9EnergyOverPt,
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Double_t MuHoS9EnergyOverPt,
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Double_t MuEmS9EnergyOverPt,
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Double_t MuTrkIso03OverPt,
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Double_t MuEMIso03OverPt,
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Double_t MuHadIso03OverPt,
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Double_t MuTrkIso05OverPt,
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Double_t MuEMIso05OverPt,
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Double_t MuHadIso05OverPt,
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Bool_t printDebug = kFALSE
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);
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Double_t MVAValue_IsoRings( Double_t MuPt,
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Double_t MuEta,
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Bool_t MuIsGlobal,
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Bool_t MuIsTracker,
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Double_t ChargedIso_DR0p0To0p1,
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Double_t ChargedIso_DR0p1To0p2,
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Double_t ChargedIso_DR0p2To0p3,
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Double_t ChargedIso_DR0p3To0p4,
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Double_t ChargedIso_DR0p4To0p5,
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Double_t GammaIso_DR0p0To0p1,
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Double_t GammaIso_DR0p1To0p2,
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Double_t GammaIso_DR0p2To0p3,
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Double_t GammaIso_DR0p3To0p4,
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Double_t GammaIso_DR0p4To0p5,
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Double_t NeutralHadronIso_DR0p0To0p1,
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Double_t NeutralHadronIso_DR0p1To0p2,
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Double_t NeutralHadronIso_DR0p2To0p3,
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Double_t NeutralHadronIso_DR0p3To0p4,
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Double_t NeutralHadronIso_DR0p4To0p5,
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Bool_t printDebug = kFALSE);
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Double_t MVAValue_ID( Double_t MuPt,
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Double_t MuEta,
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Bool_t MuIsGlobal,
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Bool_t MuIsTracker,
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Double_t MuTkNchi2,
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Double_t MuGlobalNchi2,
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Double_t MuNValidHits,
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Double_t MuNTrackerHits,
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Double_t MuNPixelHits,
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Double_t MuNMatches,
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Double_t MuTrkKink,
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Double_t MuSegmentCompatibility,
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Double_t MuCaloCompatibility,
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Double_t MuHadEnergy,
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Double_t MuEmEnergy,
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Double_t MuHadS9Energy,
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Double_t MuEmS9Energy,
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Bool_t printDebug = kFALSE);
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protected:
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std::vector<TMVA::Reader*> fTMVAReader;
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TString fMethodname;
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Bool_t fIsInitialized;
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MVAType fMVAType;
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Bool_t fUseBinnedVersion;
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UInt_t fNMVABins;
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RhoUtilities::RhoType fTheRhoType;
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Float_t fMVAVar_MuPt;
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Float_t fMVAVar_MuEta;
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Float_t fMVAVar_MuTkNchi2;
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Float_t fMVAVar_MuGlobalNchi2;
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Float_t fMVAVar_MuNValidHits;
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Float_t fMVAVar_MuNTrackerHits;
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Float_t fMVAVar_MuNPixelHits;
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Float_t fMVAVar_MuNMatches;
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Float_t fMVAVar_MuD0;
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Float_t fMVAVar_MuIP3d;
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Float_t fMVAVar_MuIP3dSig;
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Float_t fMVAVar_MuTrkKink;
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Float_t fMVAVar_MuSegmentCompatibility;
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Float_t fMVAVar_MuCaloCompatibility;
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Float_t fMVAVar_MuHadEnergyOverPt;
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Float_t fMVAVar_MuHoEnergyOverPt;
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Float_t fMVAVar_MuEmEnergyOverPt;
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Float_t fMVAVar_MuHadS9EnergyOverPt;
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Float_t fMVAVar_MuHoS9EnergyOverPt;
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Float_t fMVAVar_MuEmS9EnergyOverPt;
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Float_t fMVAVar_MuHadEnergy;
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Float_t fMVAVar_MuEmEnergy;
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Float_t fMVAVar_MuHadS9Energy;
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Float_t fMVAVar_MuEmS9Energy;
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Float_t fMVAVar_MuChargedIso03OverPt;
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Float_t fMVAVar_MuNeutralIso03OverPt;
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Float_t fMVAVar_MuChargedIso04OverPt;
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Float_t fMVAVar_MuNeutralIso04OverPt;
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Float_t fMVAVar_MuTrkIso03OverPt;
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Float_t fMVAVar_MuEMIso03OverPt;
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Float_t fMVAVar_MuHadIso03OverPt;
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Float_t fMVAVar_MuTrkIso05OverPt;
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Float_t fMVAVar_MuEMIso05OverPt;
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Float_t fMVAVar_MuHadIso05OverPt;
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Float_t fMVAVar_ChargedIso_DR0p0To0p1;
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Float_t fMVAVar_ChargedIso_DR0p1To0p2;
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Float_t fMVAVar_ChargedIso_DR0p2To0p3;
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Float_t fMVAVar_ChargedIso_DR0p3To0p4;
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Float_t fMVAVar_ChargedIso_DR0p4To0p5;
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Float_t fMVAVar_ChargedIso_DR0p5To0p7;
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Float_t fMVAVar_GammaIso_DR0p0To0p1;
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Float_t fMVAVar_GammaIso_DR0p1To0p2;
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Float_t fMVAVar_GammaIso_DR0p2To0p3;
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Float_t fMVAVar_GammaIso_DR0p3To0p4;
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Float_t fMVAVar_GammaIso_DR0p4To0p5;
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Float_t fMVAVar_GammaIso_DR0p5To0p7;
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Float_t fMVAVar_NeutralHadronIso_DR0p0To0p1;
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Float_t fMVAVar_NeutralHadronIso_DR0p1To0p2;
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Float_t fMVAVar_NeutralHadronIso_DR0p2To0p3;
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Float_t fMVAVar_NeutralHadronIso_DR0p3To0p4;
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Float_t fMVAVar_NeutralHadronIso_DR0p4To0p5;
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Float_t fMVAVar_NeutralHadronIso_DR0p5To0p7;
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// isolation variables II
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Float_t fMVAVar_MuRelIsoPFCharged;
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Float_t fMVAVar_MuRelIsoPFNeutral;
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Float_t fMVAVar_MuRelIsoPFPhotons;
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Float_t fMVAVar_MuDeltaRMean;
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Float_t fMVAVar_MuDeltaRSum;
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Float_t fMVAVar_MuDensity;
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ClassDef(MuonIDMVA, 0) // Muon MVA
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};
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}
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#endif
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