#include <TtSemiLepSignalSelMVATrainer.h>

Inheritance diagram for TtSemiLepSignalSelMVATrainer:

Classes
struct	JetwithHigherPt

Public Member Functions
	TtSemiLepSignalSelMVATrainer (const edm::ParameterSet &)

	~TtSemiLepSignalSelMVATrainer ()

Public Member Functions inherited from edm::EDAnalyzer
	EDAnalyzer ()

std::string	workerType () const

virtual	~EDAnalyzer ()

Private Member Functions
virtual void	analyze (const edm::Event &evt, const edm::EventSetup &setup)

virtual void	beginJob ()

double	DeltaPhi (math::XYZTLorentzVector v1, math::XYZTLorentzVector v2)

double	DeltaR (math::XYZTLorentzVector v1, math::XYZTLorentzVector v2)

Private Attributes
edm::InputTag	electrons_

edm::InputTag	jets_

int	lepChannel_

int	maxEv_

edm::InputTag	METs_

edm::InputTag	muons_

PhysicsTools::MVAComputerCache	mvaComputer

int	selEv

int	whatData_

Additional Inherited Members
Public Types inherited from edm::EDAnalyzer
typedef EDAnalyzer	ModuleType

typedef WorkerT< EDAnalyzer >	WorkerType

Static Public Member Functions inherited from edm::EDAnalyzer
static const std::string &	baseType ()

static void	fillDescriptions (ConfigurationDescriptions &descriptions)

static void	prevalidate (ConfigurationDescriptions &)

Protected Member Functions inherited from edm::EDAnalyzer
CurrentProcessingContext const *	currentContext () const

Detailed Description

Definition at line 24 of file TtSemiLepSignalSelMVATrainer.h.

Constructor & Destructor Documentation

TtSemiLepSignalSelMVATrainer::TtSemiLepSignalSelMVATrainer ( const edm::ParameterSet & cfg )

explicit

Definition at line 19 of file TtSemiLepSignalSelMVATrainer.cc.

                                                                                     :
   muons_     (cfg.getParameter<edm::InputTag>("muons")),
   electrons_ (cfg.getParameter<edm::InputTag>("elecs")),
   jets_      (cfg.getParameter<edm::InputTag>("jets")),
   METs_      (cfg.getParameter<edm::InputTag>("mets")),
   lepChannel_(cfg.getParameter<int>("lepChannel")),
   whatData_  (cfg.getParameter<int>("whatData")),
   maxEv_     (cfg.getParameter<int>("maxEv"))
 {
 }

TtSemiLepSignalSelMVATrainer::~TtSemiLepSignalSelMVATrainer ( )

Definition at line 30 of file TtSemiLepSignalSelMVATrainer.cc.

31 {

32 }

Member Function Documentation

void TtSemiLepSignalSelMVATrainer::analyze	(	const edm::Event &	evt,
		const edm::EventSetup &	setup
	)

privatevirtual

Implements edm::EDAnalyzer.

Definition at line 35 of file TtSemiLepSignalSelMVATrainer.cc.

References edm::View< T >::begin(), gather_cfg::cout, DeltaR(), pat::Flags::Overlap::Electrons, HI_PhotonSkim_cff::electrons, electrons_, edm::View< T >::end(), evaluateTtSemiLepSignalSel(), TtGenEvtProducer_cfi::genEvt, edm::Event::getByLabel(), edm::Ref< C, T, F >::isNull(), edm::HandleBase::isValid(), metsig::jet, fwrapper::jets, jets_, lepChannel_, maxEv_, METs_, metsig::muon, patZpeak::muons, muons_, mvaComputer, corrVsCorr::selection, selEv, HcalObjRepresent::setup(), python.multivaluedict::sort(), pat::Flags::test(), PhysicsTools::MVAComputerCache::update(), CommonMethods::weight(), and whatData_.

 {
   //communication with CMSSW CondDB
   mvaComputer.update<TtSemiLepSignalSelMVARcd>("trainer", setup, "traintreeSaver");
 
   // can occur in the last iteration when the 
   // MVATrainer is about to save the result
   if(!mvaComputer) return;
 
 
   //make your preselection here!!
   //the following code is for the default example  
   edm::Handle<edm::View<pat::MET> > MET_handle;
   evt.getByLabel(METs_,MET_handle);
   if(!MET_handle.isValid()) return;
   const edm::View<pat::MET> MET = *MET_handle;
 
   edm::Handle< std::vector<pat::Jet> > jet_handle;
   evt.getByLabel(jets_, jet_handle);
   if(!jet_handle.isValid()) return;
   const std::vector<pat::Jet> jets = *jet_handle;
   unsigned int nJets = 0;
   std::vector<pat::Jet> seljets;
   //std::cout<<"number of jets: "<<jets.size()<<std::endl;
   for(std::vector<pat::Jet>::const_iterator it = jets.begin(); it != jets.end(); it++) {
     //std::cout<<"Jet Et: "<<it->et()<<" Eta: "<<fabs(it->eta())<<std::endl;
     if(!(pat::Flags::test(*it, pat::Flags::Overlap::Electrons))) continue;
     if(it->et()>30. && fabs(it->eta())<2.4) {
       seljets.push_back(*it);
       nJets++;
     }
   }
   //std::cout<<"selected Jets: "<<nJets<<std::endl;
   if(nJets<4) return;
 
   //sort by Pt
   sort(seljets.begin(),seljets.end(),JetwithHigherPt());
  
   edm::Handle< edm::View<pat::Muon> > muon_handle; 
   evt.getByLabel(muons_, muon_handle);
   if(!muon_handle.isValid()) return;
   const edm::View<pat::Muon> muons = *muon_handle;
   int nmuons = 0;
   std::vector<pat::Muon> selMuons;
   for(edm::View<pat::Muon>::const_iterator it = muons.begin(); it!=muons.end(); it++) {
     reco::TrackRef gltr = it->track(); // global track
     reco::TrackRef trtr = it->innerTrack(); // tracker track
     if(it->pt()>30 && fabs(it->eta())<2.1 && (it->pt()/(it->pt()+it->trackIso()+it->caloIso()))>0.95 && it->isGlobalMuon()){      
       if(gltr.isNull()) continue;  //temporary problems with dead trackrefs
       if((gltr->chi2()/gltr->ndof())<10 && trtr->numberOfValidHits()>=11) {
      
         double dRmin = 9999.;
         for(std::vector<pat::Jet>::const_iterator ajet = seljets.begin(); ajet != seljets.end(); ajet++) {
           math::XYZTLorentzVector jet = ajet->p4();
           math::XYZTLorentzVector muon = it->p4();
           double tmpdR = DeltaR(muon,jet);
           if(tmpdR<dRmin) dRmin = tmpdR;
         }
         reco::TrackRef trtr = it->track(); // tracker track
         if(dRmin>0.3) {   //temporary problems with muon isolation
           nmuons++;
           selMuons.push_back(*it);
         }
       }
     }
   }
   //std::cout<<"selected Muons: "<<nleptons<<std::endl;
   if(nmuons!=1) return;
   
   edm::Handle< edm::View<pat::Electron> > electron_handle; 
   evt.getByLabel(electrons_, electron_handle);
   if(!electron_handle.isValid()) return;
   const edm::View<pat::Electron> electrons = *electron_handle;
   int nelectrons = 0;
   for(edm::View<pat::Electron>::const_iterator it = electrons.begin(); it!=electrons.end(); it++) {
     if(it->pt()>30 && fabs(it->eta())<2.4 && (it->pt()/(it->pt()+it->trackIso()+it->caloIso()))>0.95 && it->isElectronIDAvailable("eidTight"))
     { 
       if(it->electronID("eidTight")==1) nelectrons++;
     }
   }
   if(nelectrons>0) return;
   //end of the preselection
 
   
   math::XYZTLorentzVector muon = selMuons.begin()->p4();
 
   //count the number of selected events
   selEv++;
   //skip event if enough events are already selected
   if(selEv>maxEv_ && maxEv_!=-1) return;
 
   //calculation of InputVariables
   //see TopQuarkAnalysis/TopTools/interface/TtSemiLepSignalSel.h
   //                             /src/TtSemiLepSignalSel.cc
   //all objects i.e. jets, muons, electrons... which are needed for the calculation
   //of the input-variables have to be passed to this class
 
   TtSemiLepSignalSel selection(seljets,muon,MET);
 
   //this is only needed for the default example
   edm::Handle<TtGenEvent> genEvt;
   evt.getByLabel("genEvt", genEvt);
 
   double weight = 1.0; //standard no weight, i.e. weight=1.0, set this to the corresponding weight if 
                        //different weights for different events are available  
   if(whatData_==-1) {  //your training-file contains both, signal and background events
     bool isSignal;
     isSignal = true;//true for signal, false for background this has to be derived in some way
     evaluateTtSemiLepSignalSel(mvaComputer, selection, weight, true, isSignal);
   }
   else {
    
     if(whatData_==1){ //your tree contains only signal events
       //if needed do a special signal selection here
       //the following code is for the default example
       if(genEvt->isSemiLeptonic() && genEvt->semiLeptonicChannel() == lepChannel_) {
         //std::cout<<"a tt_semlep muon event"<<std::endl;
         evaluateTtSemiLepSignalSel(mvaComputer, selection, weight, true, true);
       }
       else selEv--;
     }
     else if(whatData_==0){
       //std::cout<<"a Wjets event"<<std::endl;
       evaluateTtSemiLepSignalSel(mvaComputer, selection, weight, true, false);
     }
     else std::cout<<"Config File Error!! Please check <whatData> in TtSemiLepSignalSelMVATrainer.cfi";
   }
 }

void TtSemiLepSignalSelMVATrainer::beginJob ( void )

privatevirtual

Reimplemented from edm::EDAnalyzer.

Definition at line 164 of file TtSemiLepSignalSelMVATrainer.cc.

References gather_cfg::cout, selEv, and whatData_.

                                            {
   selEv = 0;
   if(whatData_!=-1 && whatData_!=0 && whatData_!=1){
     std::cout<<"Config File Error!! Please check <whatData> in TtSemiLepSignalSelMVATrainer.cfi"<<std::endl;;
     return;
   }
 }

double TtSemiLepSignalSelMVATrainer::DeltaPhi	(	math::XYZTLorentzVector	v1,
		math::XYZTLorentzVector	v2
	)

private

Definition at line 172 of file TtSemiLepSignalSelMVATrainer.cc.

References dPhi(), and Pi.

Referenced by DeltaR().

 {
   double dPhi = fabs(v1.Phi() - v2.Phi());
   if (dPhi > TMath::Pi()) dPhi =  2*TMath::Pi() - dPhi;
   return dPhi;
 }

double TtSemiLepSignalSelMVATrainer::DeltaR	(	math::XYZTLorentzVector	v1,
		math::XYZTLorentzVector	v2
	)

private

Definition at line 179 of file TtSemiLepSignalSelMVATrainer.cc.

References DeltaPhi(), dPhi(), and PFRecoTauDiscriminationAgainstElectronDeadECAL_cfi::dR.

Referenced by analyze().

 {
   double dPhi = DeltaPhi(v1,v2);
   double dR = TMath::Sqrt((v1.Eta()-v2.Eta())*(v1.Eta()-v2.Eta())+dPhi*dPhi);
   return dR;
 }

Member Data Documentation

edm::InputTag TtSemiLepSignalSelMVATrainer::electrons_

private

Definition at line 47 of file TtSemiLepSignalSelMVATrainer.h.

Referenced by analyze().

edm::InputTag TtSemiLepSignalSelMVATrainer::jets_

private

Definition at line 48 of file TtSemiLepSignalSelMVATrainer.h.

Referenced by analyze().

int TtSemiLepSignalSelMVATrainer::lepChannel_

private

Definition at line 51 of file TtSemiLepSignalSelMVATrainer.h.

Referenced by analyze().

int TtSemiLepSignalSelMVATrainer::maxEv_

private

Definition at line 53 of file TtSemiLepSignalSelMVATrainer.h.

Referenced by analyze().

edm::InputTag TtSemiLepSignalSelMVATrainer::METs_

private

Definition at line 49 of file TtSemiLepSignalSelMVATrainer.h.

Referenced by analyze().

edm::InputTag TtSemiLepSignalSelMVATrainer::muons_

private

Definition at line 46 of file TtSemiLepSignalSelMVATrainer.h.

Referenced by analyze().

PhysicsTools::MVAComputerCache TtSemiLepSignalSelMVATrainer::mvaComputer

private

Definition at line 56 of file TtSemiLepSignalSelMVATrainer.h.

Referenced by analyze().

int TtSemiLepSignalSelMVATrainer::selEv

private

Definition at line 54 of file TtSemiLepSignalSelMVATrainer.h.

Referenced by analyze(), and beginJob().

int TtSemiLepSignalSelMVATrainer::whatData_

private

Definition at line 52 of file TtSemiLepSignalSelMVATrainer.h.

Referenced by analyze(), and beginJob().

Classes

Public Member Functions

Private Member Functions

Private Attributes

Additional Inherited Members

Detailed Description

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation