54 |
|
fPileupEnergyDensity(0), |
55 |
|
fMuonTools(0), |
56 |
|
fMuonIDMVA(0), |
57 |
– |
fMuonMVAWeights_Subdet0Pt10To14p5(""), |
58 |
– |
fMuonMVAWeights_Subdet1Pt10To14p5(""), |
59 |
– |
fMuonMVAWeights_Subdet0Pt14p5To20(""), |
60 |
– |
fMuonMVAWeights_Subdet1Pt14p5To20(""), |
61 |
– |
fMuonMVAWeights_Subdet0Pt20ToInf(""), |
62 |
– |
fMuonMVAWeights_Subdet1Pt20ToInf(""), |
57 |
|
fTheRhoType(RhoUtilities::DEFAULT) |
58 |
|
{ |
59 |
|
// Constructor. |
76 |
|
if(fMuIsoType == kTrackCaloSliding || |
77 |
|
fMuIsoType == kCombinedRelativeConeAreaCorrected || |
78 |
|
fMuIsoType == kPFIsoEffectiveAreaCorrected || |
79 |
< |
fMuIsoType == kMVAIso_BDTG_IDIso |
79 |
> |
fMuIsoType == kMVAIso_BDTG_IDIso || |
80 |
> |
fMuIsoType == kIsoRingsV0_BDTG_Iso || |
81 |
> |
fMuIsoType == kIsoDeltaR |
82 |
|
) { |
83 |
|
LoadEventObject(fPileupEnergyDensityName, fPileupEnergyDensity); |
84 |
|
} |
85 |
< |
if(fMuIsoType == kPFRadialIso){ |
85 |
> |
if(fMuIsoType == kPFRadialIso || fMuIsoType == kIsoDeltaR){ |
86 |
|
// Name is hardcoded, can be changed if someone feels to do it |
87 |
|
fPFNoPileUpCands = GetObjThisEvt<PFCandidateCol>("PFNoPileUp"); |
88 |
|
} |
462 |
|
|
463 |
|
} |
464 |
|
break; |
465 |
+ |
case kIsoRingsV0_BDTG_Iso: |
466 |
+ |
{ |
467 |
+ |
|
468 |
+ |
isocut = PassMuonIsoRingsV0_BDTG_Iso(mu, fVertices->At(0), fPileupEnergyDensity); |
469 |
+ |
|
470 |
+ |
} |
471 |
+ |
break; |
472 |
+ |
case kIsoDeltaR: |
473 |
+ |
{ |
474 |
+ |
|
475 |
+ |
isocut = PassMuonIsoDeltaR(mu, fVertices->At(0), fPileupEnergyDensity); |
476 |
+ |
|
477 |
+ |
} |
478 |
+ |
break; |
479 |
|
case kNoIso: |
480 |
|
isocut = kTRUE; |
481 |
|
break; |
534 |
|
if (fMuonIsoType.CompareTo("TrackCaloSliding") == 0 |
535 |
|
|| fMuonIsoType.CompareTo("CombinedRelativeConeAreaCorrected") == 0 |
536 |
|
|| fMuonIsoType.CompareTo("CombinedRelativeEffectiveAreaCorrected") == 0 |
537 |
< |
|| fMuonIsoType.CompareTo("PFIsoEffectiveAreaCorrected") == 0 |
537 |
> |
|| fMuonIsoType.CompareTo("PFIsoEffectiveAreaCorrected") == 0 |
538 |
|
|| fMuonIsoType.CompareTo("MVA_BDTG_IDIso") == 0 |
539 |
+ |
|| fMuonIsoType.CompareTo("IsoRingsV0_BDTG_Iso") == 0 |
540 |
+ |
|| fMuonIsoType.CompareTo("IsoDeltaR") == 0 |
541 |
|
) { |
542 |
|
ReqEventObject(fPileupEnergyDensityName, fPileupEnergyDensity, kTRUE); |
543 |
|
} |
598 |
|
fMuIsoType = kCustomIso; |
599 |
|
SendError(kWarning, "SlaveBegin", |
600 |
|
"Custom muon isolation is not yet implemented."); |
601 |
< |
} else if (fMuonIDType.CompareTo("MVA_BDTG_IDIso") == 0) { |
601 |
> |
} else if (fMuonIsoType.CompareTo("MVA_BDTG_IDIso") == 0) { |
602 |
|
fMuIsoType = kMVAIso_BDTG_IDIso; |
603 |
+ |
} else if (fMuonIsoType.CompareTo("IsoRingsV0_BDTG_Iso") == 0) { |
604 |
+ |
fMuIsoType = kIsoRingsV0_BDTG_Iso; |
605 |
+ |
} else if (fMuonIsoType.CompareTo("IsoDeltaR") == 0) { |
606 |
+ |
fMuIsoType = kIsoDeltaR; |
607 |
|
} else { |
608 |
|
SendError(kAbortAnalysis, "SlaveBegin", |
609 |
|
"The specified muon isolation %s is not defined.", |
634 |
|
|
635 |
|
|
636 |
|
//If we use MVA ID, need to load MVA weights |
637 |
< |
if(fMuIsoType == kMVAIso_BDTG_IDIso || fMuIDType == kMVAID_BDTG_IDIso) { |
637 |
> |
if (fMuIsoType == kMVAIso_BDTG_IDIso || fMuIDType == kMVAID_BDTG_IDIso) { |
638 |
|
fMuonTools = new MuonTools(); |
639 |
|
fMuonIDMVA = new MuonIDMVA(); |
640 |
|
fMuonIDMVA->Initialize("BDTG method", |
641 |
< |
fMuonMVAWeights_Subdet0Pt10To14p5, |
642 |
< |
fMuonMVAWeights_Subdet1Pt10To14p5, |
643 |
< |
fMuonMVAWeights_Subdet0Pt14p5To20, |
644 |
< |
fMuonMVAWeights_Subdet1Pt14p5To20, |
645 |
< |
fMuonMVAWeights_Subdet0Pt20ToInf, |
646 |
< |
fMuonMVAWeights_Subdet1Pt20ToInf, |
641 |
> |
string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/BarrelPtBin0_IDIsoCombined_BDTG.weights.xml"))), |
642 |
> |
string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/EndcapPtBin0_IDIsoCombined_BDTG.weights.xml"))), |
643 |
> |
string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/BarrelPtBin1_IDIsoCombined_BDTG.weights.xml"))), |
644 |
> |
string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/EndcapPtBin1_IDIsoCombined_BDTG.weights.xml"))), |
645 |
> |
string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/BarrelPtBin2_IDIsoCombined_BDTG.weights.xml"))), |
646 |
> |
string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/EndcapPtBin2_IDIsoCombined_BDTG.weights.xml"))), |
647 |
|
MuonIDMVA::kIDIsoCombinedDetIso); |
648 |
|
} |
649 |
+ |
else if(fMuIsoType == kIsoRingsV0_BDTG_Iso) { |
650 |
+ |
std::vector<std::string> muonidiso_weightfiles; |
651 |
+ |
muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_BDTG_V0_barrel_lowpt.weights.xml")))); |
652 |
+ |
muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_BDTG_V0_barrel_highpt.weights.xml")))); |
653 |
+ |
muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_BDTG_V0_endcap_lowpt.weights.xml")))); |
654 |
+ |
muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_BDTG_V0_endcap_highpt.weights.xml")))); |
655 |
+ |
muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_BDTG_V0_tracker.weights.xml")))); |
656 |
+ |
muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_BDTG_V0_global.weights.xml")))); |
657 |
+ |
fMuonTools = new MuonTools(); |
658 |
+ |
fMuonIDMVA = new MuonIDMVA(); |
659 |
+ |
fMuonIDMVA->Initialize("MuonIso_BDTG_IsoRings", |
660 |
+ |
MuonIDMVA::kIsoRingsV0, |
661 |
+ |
kTRUE, |
662 |
+ |
muonidiso_weightfiles); |
663 |
+ |
} |
664 |
+ |
else if(fMuIsoType == kIsoDeltaR) { |
665 |
+ |
std::vector<std::string> muonidiso_weightfiles; |
666 |
+ |
muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_santi-V1_LB_BDT.weights.xml")))); |
667 |
+ |
muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_santi-V1_LE_BDT.weights.xml")))); |
668 |
+ |
muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_santi-V1_HB_BDT.weights.xml")))); |
669 |
+ |
muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_santi-V1_HE_BDT.weights.xml")))); |
670 |
+ |
fMuonTools = new MuonTools(); |
671 |
+ |
fMuonIDMVA = new MuonIDMVA(); |
672 |
+ |
fMuonIDMVA->Initialize("muonHZZ2012IsoDRMVA", |
673 |
+ |
MuonIDMVA::kIsoDeltaR, |
674 |
+ |
kTRUE, |
675 |
+ |
muonidiso_weightfiles); |
676 |
+ |
} |
677 |
|
|
678 |
|
} |
679 |
|
|
715 |
|
if (MVAValue > MVACut) return kTRUE; |
716 |
|
return kFALSE; |
717 |
|
} |
718 |
+ |
|
719 |
+ |
//-------------------------------------------------------------------------------------------------- |
720 |
+ |
Bool_t MuonIDMod::PassMuonIsoRingsV0_BDTG_Iso(const Muon *mu, const Vertex *vertex, |
721 |
+ |
const PileupEnergyDensityCol *PileupEnergyDensity) const |
722 |
+ |
{ |
723 |
+ |
|
724 |
+ |
const Track *muTrk=0; |
725 |
+ |
if(mu->HasTrackerTrk()) { muTrk = mu->TrackerTrk(); } |
726 |
+ |
else if(mu->HasStandaloneTrk()) { muTrk = mu->StandaloneTrk(); } |
727 |
+ |
|
728 |
+ |
ElectronOArr *tempElectrons = new ElectronOArr; |
729 |
+ |
MuonOArr *tempMuons = new MuonOArr; |
730 |
+ |
Double_t MVAValue = fMuonIDMVA->MVAValue(mu,vertex,fMuonTools,fPFCandidates, |
731 |
+ |
PileupEnergyDensity,MuonTools::kMuEAFall11MC,tempElectrons,tempMuons,kFALSE); |
732 |
+ |
delete tempElectrons; |
733 |
+ |
delete tempMuons; |
734 |
+ |
|
735 |
+ |
Int_t MVABin = fMuonIDMVA->GetMVABin(muTrk->Eta(), muTrk->Pt(), mu->IsGlobalMuon(), mu->IsTrackerMuon()); |
736 |
+ |
|
737 |
+ |
Double_t MVACut = -999; |
738 |
+ |
if (MVABin == 0) MVACut = -0.593; |
739 |
+ |
else if (MVABin == 1) MVACut = 0.337; |
740 |
+ |
else if (MVABin == 2) MVACut = -0.767; |
741 |
+ |
else if (MVABin == 3) MVACut = 0.410; |
742 |
+ |
else if (MVABin == 4) MVACut = -0.989; |
743 |
+ |
else if (MVABin == 5) MVACut = -0.995; |
744 |
+ |
|
745 |
+ |
if (MVAValue > MVACut) return kTRUE; |
746 |
+ |
return kFALSE; |
747 |
+ |
} |
748 |
+ |
|
749 |
+ |
//-------------------------------------------------------------------------------------------------- |
750 |
+ |
Bool_t MuonIDMod::PassMuonIsoDeltaR(const Muon *mu, const Vertex *vertex, |
751 |
+ |
const PileupEnergyDensityCol *PileupEnergyDensity) const |
752 |
+ |
{ |
753 |
+ |
|
754 |
+ |
const Track *muTrk=0; |
755 |
+ |
if(mu->HasTrackerTrk()) { muTrk = mu->TrackerTrk(); } |
756 |
+ |
else if(mu->HasStandaloneTrk()) { muTrk = mu->StandaloneTrk(); } |
757 |
+ |
|
758 |
+ |
ElectronOArr *tempElectrons = new ElectronOArr; |
759 |
+ |
MuonOArr *tempMuons = new MuonOArr; |
760 |
+ |
Double_t MVAValue = fMuonIDMVA->MVAValue(mu,vertex,fMuonTools,fPFNoPileUpCands, |
761 |
+ |
PileupEnergyDensity,MuonTools::kMuEAFall11MC,tempElectrons,tempMuons,kTRUE); |
762 |
+ |
delete tempElectrons; |
763 |
+ |
delete tempMuons; |
764 |
+ |
|
765 |
+ |
Int_t MVABin = fMuonIDMVA->GetMVABin(muTrk->Eta(), muTrk->Pt(), mu->IsGlobalMuon(), mu->IsTrackerMuon()); |
766 |
+ |
|
767 |
+ |
Double_t MVACut = -999; |
768 |
+ |
if (MVABin == 0) MVACut = 0.000; |
769 |
+ |
else if (MVABin == 1) MVACut = 0.000; |
770 |
+ |
else if (MVABin == 2) MVACut = 0.000; |
771 |
+ |
else if (MVABin == 3) MVACut = 0.000; |
772 |
+ |
|
773 |
+ |
if (MVAValue > MVACut) return kTRUE; |
774 |
+ |
return kFALSE; |
775 |
+ |
} |
776 |
+ |
|
777 |
+ |
//-------------------------------------------------------------------------------------------------- |
778 |
+ |
void MuonIDMod::Terminate() |
779 |
+ |
{ |
780 |
+ |
// Run finishing code on the computer (slave) that did the analysis |
781 |
+ |
delete fMuonIDMVA; |
782 |
+ |
|
783 |
+ |
delete fMuonTools; |
784 |
+ |
} |