- changed cut selections for all calo related tasks, changed definition of cuts for...

diff --git a/PWGGA/GammaConv/AliCaloPhotonCuts.cxx b/PWGGA/GammaConv/AliCaloPhotonCuts.cxx
index 4eade9df87861d28f7dcc033dde1ae953d1a1860..327fb92b61c20a899261ea2135745051b74f68a8 100644 (file)
--- a/PWGGA/GammaConv/AliCaloPhotonCuts.cxx
+++ b/PWGGA/GammaConv/AliCaloPhotonCuts.cxx
@@ -320,11 +320,11 @@ void AliCaloPhotonCuts::InitCutHistograms(TString name){
        fHistograms->Add(fHistClusterIdentificationCuts);
 
        // Acceptance related histogramms
-    fHistClusterEtavsPhiBeforeAcc=new TH2F(Form("EtaPhi_beforeAcceptance %s",GetCutNumber().Data()),"EtaPhi_beforeAcceptance",430,-TMath::Pi(),TMath::Pi(),96,-0.7,0.7); // 462->430, 110->96
+    fHistClusterEtavsPhiBeforeAcc=new TH2F(Form("EtaPhi_beforeAcceptance %s",GetCutNumber().Data()),"EtaPhi_beforeAcceptance",430,0,2*TMath::Pi(),96,-0.7,0.7); // 462->430, 110->96
        fHistograms->Add(fHistClusterEtavsPhiBeforeAcc);
-    fHistClusterEtavsPhiAfterAcc=new TH2F(Form("EtaPhi_afterAcceptance %s",GetCutNumber().Data()),"EtaPhi_afterAcceptance",430,-TMath::Pi(),TMath::Pi(),96,-0.7,0.7); // 462->430, 110->96
+    fHistClusterEtavsPhiAfterAcc=new TH2F(Form("EtaPhi_afterAcceptance %s",GetCutNumber().Data()),"EtaPhi_afterAcceptance",430,0,2*TMath::Pi(),96,-0.7,0.7); // 462->430, 110->96
        fHistograms->Add(fHistClusterEtavsPhiAfterAcc);
-    fHistClusterEtavsPhiAfterQA=new TH2F(Form("EtaPhi_afterClusterQA %s",GetCutNumber().Data()),"EtaPhi_afterClusterQA",430,-TMath::Pi(),TMath::Pi(),96,-0.7,0.7); // 462->430, 110->96
+    fHistClusterEtavsPhiAfterQA=new TH2F(Form("EtaPhi_afterClusterQA %s",GetCutNumber().Data()),"EtaPhi_afterClusterQA",430,0,2*TMath::Pi(),96,-0.7,0.7); // 462->430, 110->96
        fHistograms->Add(fHistClusterEtavsPhiAfterQA);
     //fHistDistanceToBadChannelBeforeAcc = new TH1F(Form("DistanceToBadChannel_beforeAcceptance %s",GetCutNumber().Data()),"DistanceToBadChannel_beforeAcceptance",200,0,40);
     //fHistograms->Add(fHistDistanceToBadChannelBeforeAcc);
@@ -649,7 +649,8 @@ Bool_t AliCaloPhotonCuts::ClusterQualityCuts(AliVCluster* cluster, AliVEvent *ev
     TVector3 clusterVector(clusPos[0],clusPos[1],clusPos[2]);
        Double_t etaCluster = clusterVector.Eta();
        Double_t phiCluster = clusterVector.Phi();
-       
+       if (phiCluster < 0) phiCluster= phiCluster+ 2*TMath::Pi();
+
        if(fHistClusterEtavsPhiAfterQA) fHistClusterEtavsPhiAfterQA->Fill(phiCluster,etaCluster);
        if(fHistClusterTimevsEAfterQA) fHistClusterTimevsEAfterQA->Fill(cluster->GetTOF(), cluster->E());
 //     if(fHistExoticCellAfterQA) fHistExoticCellAfterQA->Fill(cluster->E(), );
@@ -684,6 +685,7 @@ Bool_t AliCaloPhotonCuts::ClusterIsSelected(AliVCluster *cluster, AliVEvent * ev
     TVector3 clusterVector(clusPos[0],clusPos[1],clusPos[2]);
        Double_t etaCluster = clusterVector.Eta();
        Double_t phiCluster = clusterVector.Phi();
+       if (phiCluster < 0) phiCluster= phiCluster+ 2*TMath::Pi();
 
        // Histos before cuts
        if(fHistClusterEtavsPhiBeforeAcc) fHistClusterEtavsPhiBeforeAcc->Fill(phiCluster,etaCluster);
@@ -741,6 +743,7 @@ Bool_t AliCaloPhotonCuts::AcceptanceCuts(AliVCluster *cluster, AliVEvent* event)
     TVector3 clusterVector(clusPos[0],clusPos[1],clusPos[2]);
        Double_t etaCluster = clusterVector.Eta();
        Double_t phiCluster = clusterVector.Phi();
+       if (phiCluster < 0) phiCluster= phiCluster+ 2*TMath::Pi();
        
        // check eta range
        if (fUseEtaCut){
@@ -1226,10 +1229,20 @@ Bool_t AliCaloPhotonCuts::SetMinPhiCut(Int_t minPhi)
                if (!fUsePhiCut) fUsePhiCut=0;
                fMinPhiCut=-10000;
                break;
-       case 1: 
+       case 1: // min EMCAL
                if (!fUsePhiCut) fUsePhiCut=1;
                fMinPhiCut=1.39626;
                break;
+       case 2: // min EMCAL with TRD 2012 
+               if (!fUsePhiCut) fUsePhiCut=1;
+               fMinPhiCut=2.10;
+               break;
+       case 3: // min EMCAL with TRD 2011 
+               if (!fUsePhiCut) fUsePhiCut=1;
+               fMinPhiCut=2.45;
+               break;
+               
+               
        default:
                AliError(Form("MinPhi Cut not defined %d",minPhi));
                return kFALSE;
@@ -1245,10 +1258,20 @@ Bool_t AliCaloPhotonCuts::SetMaxPhiCut(Int_t maxPhi)
                if (!fUsePhiCut) fUsePhiCut=0;
                fMaxPhiCut=10000;
                break;
-       case 1: 
+       case 1: // max EMCAL
+               if (!fUsePhiCut) fUsePhiCut=1;
+               fMaxPhiCut=3.15;
+               break;
+       case 2: // max EMCAL with TRD 2011
                if (!fUsePhiCut) fUsePhiCut=1;
-               fMaxPhiCut=3.125;
+               fMaxPhiCut=2.45;
                break;
+       case 3: // max EMCAL with TRD 2012
+               if (!fUsePhiCut) fUsePhiCut=1;
+               fMaxPhiCut=2.10;
+               break;
+               
+               
        default:
                AliError(Form("Max Phi Cut not defined %d",maxPhi));
                return kFALSE;
@@ -1408,43 +1431,43 @@ Bool_t AliCaloPhotonCuts::SetMinEnergyCut(Int_t minEnergy)
        switch(minEnergy){
        case 0: 
                if (!fUseMinEnergy) fUseMinEnergy=0;
-               fMinEnergy=0;
+               fMinEnergy=0.1;
                break;
        case 1: 
                if (!fUseMinEnergy) fUseMinEnergy=1;
-               fMinEnergy=0.05; 
+               fMinEnergy=0.2; 
                break;
        case 2: 
                if (!fUseMinEnergy) fUseMinEnergy=1;
-               fMinEnergy=0.1; 
+               fMinEnergy=0.3; 
                break;
        case 3: 
                if (!fUseMinEnergy) fUseMinEnergy=1;
-               fMinEnergy=0.15; 
+               fMinEnergy=0.4; 
                break;
        case 4: 
                if (!fUseMinEnergy) fUseMinEnergy=1;
-               fMinEnergy=0.2; 
+               fMinEnergy=0.5; 
                break;
        case 5: 
                if (!fUseMinEnergy) fUseMinEnergy=1;
-               fMinEnergy=0.3; 
+               fMinEnergy=0.6; 
                break;
        case 6: 
                if (!fUseMinEnergy) fUseMinEnergy=1;
-               fMinEnergy=0.4; 
+               fMinEnergy=4.5; 
                break;
        case 7: 
                if (!fUseMinEnergy) fUseMinEnergy=1;
-               fMinEnergy=0.5; 
+               fMinEnergy=5.0; 
                break;
        case 8: 
                if (!fUseMinEnergy) fUseMinEnergy=1;
-               fMinEnergy=0.75; 
+               fMinEnergy=5.5; 
                break;
        case 9: 
                if (!fUseMinEnergy) fUseMinEnergy=1;
-               fMinEnergy=1.; 
+               fMinEnergy=6.0; 
                break;
        default:
                AliError(Form("Minimum Energy Cut not defined %d",minEnergy));

diff --git a/PWGGA/GammaConv/macros/AddTask_GammaCalo_PbPb.C b/PWGGA/GammaConv/macros/AddTask_GammaCalo_PbPb.C
index 40eb24769046cb2b21d971f75f5d8b619136da43..8d61b3983ecce28b483f53d849a038480286551b 100644 (file)
--- a/PWGGA/GammaConv/macros/AddTask_GammaCalo_PbPb.C
+++ b/PWGGA/GammaConv/macros/AddTask_GammaCalo_PbPb.C
@@ -121,41 +121,41 @@ void AddTask_GammaCalo_PbPb(              Int_t trainConfig = 1,  //change different set
        // meson type (Dalitz or not), BG scheme, pool depth, rotation degrees, rapidity cut, radius cut, alpha, chi2, shared electrons, reject to close v0, MC smearing, dca, dca, dca
   
        if (trainConfig == 1){ // EMCAL clusters
-               eventCutArray[ 0] = "6010001"; clusterCutArray[0] = "10000040022030000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
-               eventCutArray[ 1] = "6120001"; clusterCutArray[1] = "10000040022030000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
-               eventCutArray[ 2] = "5010001"; clusterCutArray[2] = "10000040022030000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
-               eventCutArray[ 3] = "5240001"; clusterCutArray[3] = "10000040022030000"; mesonCutArray[ 3] = "01525065000000"; // 20-40%
-               eventCutArray[ 4] = "5250001"; clusterCutArray[4] = "10000040022030000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%
+               eventCutArray[ 0] = "6010001"; clusterCutArray[0] = "10000040032030000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
+               eventCutArray[ 1] = "6120001"; clusterCutArray[1] = "10000040032030000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
+               eventCutArray[ 2] = "5010001"; clusterCutArray[2] = "10000040032030000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
+               eventCutArray[ 3] = "5240001"; clusterCutArray[3] = "10000040032030000"; mesonCutArray[ 3] = "01525065000000"; // 20-40%
+               eventCutArray[ 4] = "5250001"; clusterCutArray[4] = "10000040032030000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%
        } else if (trainConfig == 2){ // EMCAL clusters
-               eventCutArray[ 0] = "6010001"; clusterCutArray[0] = "10000040022030000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
-               eventCutArray[ 1] = "6120001"; clusterCutArray[1] = "10000040022030000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
-               eventCutArray[ 2] = "5010001"; clusterCutArray[2] = "10000040022030000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
-               eventCutArray[ 3] = "5120001"; clusterCutArray[3] = "10000040022030000"; mesonCutArray[ 3] = "01525065000000"; // 10-20%
-               eventCutArray[ 4] = "5240001"; clusterCutArray[4] = "10000040022030000"; mesonCutArray[ 4] = "01525065000000"; // 20-40%                
+               eventCutArray[ 0] = "6010001"; clusterCutArray[0] = "10000040032030000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
+               eventCutArray[ 1] = "6120001"; clusterCutArray[1] = "10000040032030000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
+               eventCutArray[ 2] = "5010001"; clusterCutArray[2] = "10000040032030000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
+               eventCutArray[ 3] = "5120001"; clusterCutArray[3] = "10000040032030000"; mesonCutArray[ 3] = "01525065000000"; // 10-20%
+               eventCutArray[ 4] = "5240001"; clusterCutArray[4] = "10000040032030000"; mesonCutArray[ 4] = "01525065000000"; // 20-40%                
        } else if (trainConfig == 3){ // EMCAL clusters
-               eventCutArray[ 0] = "5460001"; clusterCutArray[0] = "10000040022030000"; mesonCutArray[ 0] = "01525065000000"; // 40-60%
-               eventCutArray[ 1] = "5680001"; clusterCutArray[1] = "10000040022030000"; mesonCutArray[ 1] = "01525065000000"; // 60-80%
-               eventCutArray[ 2] = "5260001"; clusterCutArray[2] = "10000040022030000"; mesonCutArray[ 2] = "01525065000000"; // 20-60%
-               eventCutArray[ 3] = "5480001"; clusterCutArray[3] = "10000040022030000"; mesonCutArray[ 3] = "01525065000000"; // 40-80%
-               eventCutArray[ 4] = "5250001"; clusterCutArray[4] = "10000040022030000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%                                
+               eventCutArray[ 0] = "5460001"; clusterCutArray[0] = "10000040032030000"; mesonCutArray[ 0] = "01525065000000"; // 40-60%
+               eventCutArray[ 1] = "5680001"; clusterCutArray[1] = "10000040032030000"; mesonCutArray[ 1] = "01525065000000"; // 60-80%
+               eventCutArray[ 2] = "5260001"; clusterCutArray[2] = "10000040032030000"; mesonCutArray[ 2] = "01525065000000"; // 20-60%
+               eventCutArray[ 3] = "5480001"; clusterCutArray[3] = "10000040032030000"; mesonCutArray[ 3] = "01525065000000"; // 40-80%
+               eventCutArray[ 4] = "5250001"; clusterCutArray[4] = "10000040032030000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%                                
        } else if (trainConfig == 31){ // PHOS clusters
-               eventCutArray[ 0] = "6010001"; clusterCutArray[0] = "20000040053200000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
-               eventCutArray[ 1] = "6120001"; clusterCutArray[1] = "20000040053200000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
-               eventCutArray[ 2] = "5010001"; clusterCutArray[2] = "20000040053200000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
-               eventCutArray[ 3] = "5240001"; clusterCutArray[3] = "20000040053200000"; mesonCutArray[ 3] = "01525065000000"; // 20-40%
-               eventCutArray[ 4] = "5250001"; clusterCutArray[4] = "20000040053200000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%
+               eventCutArray[ 0] = "6010001"; clusterCutArray[0] = "20000040033200000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
+               eventCutArray[ 1] = "6120001"; clusterCutArray[1] = "20000040033200000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
+               eventCutArray[ 2] = "5010001"; clusterCutArray[2] = "20000040033200000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
+               eventCutArray[ 3] = "5240001"; clusterCutArray[3] = "20000040033200000"; mesonCutArray[ 3] = "01525065000000"; // 20-40%
+               eventCutArray[ 4] = "5250001"; clusterCutArray[4] = "20000040033200000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%
        } else if (trainConfig == 32){ // PHOS clusters
-               eventCutArray[ 0] = "6010001"; clusterCutArray[0] = "20000040053200000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
-               eventCutArray[ 1] = "6120001"; clusterCutArray[1] = "20000040053200000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
-               eventCutArray[ 2] = "5010001"; clusterCutArray[2] = "20000040053200000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
-               eventCutArray[ 3] = "5120001"; clusterCutArray[3] = "20000040053200000"; mesonCutArray[ 3] = "01525065000000"; // 10-20%
-               eventCutArray[ 4] = "5240001"; clusterCutArray[4] = "20000040053200000"; mesonCutArray[ 4] = "01525065000000"; // 20-40%                
+               eventCutArray[ 0] = "6010001"; clusterCutArray[0] = "20000040033200000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
+               eventCutArray[ 1] = "6120001"; clusterCutArray[1] = "20000040033200000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
+               eventCutArray[ 2] = "5010001"; clusterCutArray[2] = "20000040033200000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
+               eventCutArray[ 3] = "5120001"; clusterCutArray[3] = "20000040033200000"; mesonCutArray[ 3] = "01525065000000"; // 10-20%
+               eventCutArray[ 4] = "5240001"; clusterCutArray[4] = "20000040033200000"; mesonCutArray[ 4] = "01525065000000"; // 20-40%                
        } else if (trainConfig == 33){ // PHOS clusters
-               eventCutArray[ 0] = "5460001"; clusterCutArray[0] = "20000040053200000"; mesonCutArray[ 0] = "01525065000000"; // 40-60%
-               eventCutArray[ 1] = "5680001"; clusterCutArray[1] = "20000040053200000"; mesonCutArray[ 1] = "01525065000000"; // 60-80%
-               eventCutArray[ 2] = "5260001"; clusterCutArray[2] = "20000040053200000"; mesonCutArray[ 2] = "01525065000000"; // 20-60%
-               eventCutArray[ 3] = "5480001"; clusterCutArray[3] = "20000040053200000"; mesonCutArray[ 3] = "01525065000000"; // 40-80%
-               eventCutArray[ 4] = "5250001"; clusterCutArray[4] = "20000040053200000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%                                                
+               eventCutArray[ 0] = "5460001"; clusterCutArray[0] = "20000040033200000"; mesonCutArray[ 0] = "01525065000000"; // 40-60%
+               eventCutArray[ 1] = "5680001"; clusterCutArray[1] = "20000040033200000"; mesonCutArray[ 1] = "01525065000000"; // 60-80%
+               eventCutArray[ 2] = "5260001"; clusterCutArray[2] = "20000040033200000"; mesonCutArray[ 2] = "01525065000000"; // 20-60%
+               eventCutArray[ 3] = "5480001"; clusterCutArray[3] = "20000040033200000"; mesonCutArray[ 3] = "01525065000000"; // 40-80%
+               eventCutArray[ 4] = "5250001"; clusterCutArray[4] = "20000040033200000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%                                                
        } else {
                Error(Form("GammaConvCalo_%i",trainConfig), "wrong trainConfig variable no cuts have been specified for the configuration");
                return;

diff --git a/PWGGA/GammaConv/macros/AddTask_GammaCalo_pPb.C b/PWGGA/GammaConv/macros/AddTask_GammaCalo_pPb.C
index 4af9b4c646433e671dc120318d1a54b5f88da539..d12497a3ab1f46fb075af4cb4f3963c6f034d114 100644 (file)
--- a/PWGGA/GammaConv/macros/AddTask_GammaCalo_pPb.C
+++ b/PWGGA/GammaConv/macros/AddTask_GammaCalo_pPb.C
@@ -111,8 +111,9 @@ void AddTask_GammaCalo_pPb(
        task->SetIsMC(isMC);
        // Cut Numbers to use in Analysis
        Int_t numberOfCuts = 2;
-       if (trainConfig == 3 || trainConfig == 5  ){ numberOfCuts = 6;}
-       if (trainConfig == 6 || trainConfig == 7 || trainConfig == 8 || trainConfig == 9){ numberOfCuts = 1;}
+       if (trainConfig == 2 || trainConfig == 4 ){ numberOfCuts = 6;}
+       if (trainConfig == 5 || trainConfig == 6 ){ numberOfCuts = 5;}
+       if (trainConfig == 7 || trainConfig == 8 || trainConfig == 32 || trainConfig == 33){ numberOfCuts = 1;}
        
        TString *eventCutArray = new TString[numberOfCuts];
        TString *clusterCutArray = new TString[numberOfCuts];
@@ -122,36 +123,51 @@ void AddTask_GammaCalo_pPb(
        // 0 "ClusterType",  1 "EtaMin", 2 "EtaMax", 3 "PhiMin", 4 "PhiMax", 5 "DistanceToBadChannel", 6 "Timing", 7 "TrackMatching", 8 "ExoticCell",
        // 9 "MinEnergy", 10 "MinNCells", 11 "MinM02", 12 "MaxM02", 13 "MinM20", 14 "MaxM20", 15 "MaximumDispersion", 16 "NLM"
        
-       if (trainConfig == 1){ 
+       //************************************************ EMCAL clusters *************************************************
+       if (trainConfig == 1){ // min energy = 0.3 GeV/c
                eventCutArray[ 0] = "8000001"; clusterCutArray[0] = "10000040022030000"; mesonCutArray[0] = "01525065000000"; //standart cut, kINT7 // EMCAL clusters
                eventCutArray[ 1] = "8005201"; clusterCutArray[1] = "10000040022030000"; mesonCutArray[1] = "01525065000000"; //standard cut, kEMC7 // EMCAL clusters
-       } else if (trainConfig == 2) {  
-               eventCutArray[ 0] = "8000001"; clusterCutArray[0] = "20000040053200000"; mesonCutArray[0] = "01525065000000"; //standart cut, kINT7 // PHOS clusters
-               eventCutArray[ 1] = "8006201"; clusterCutArray[1] = "20000040053200000"; mesonCutArray[1] = "01525065000000"; //standard cut, kPHI7     // PHOS clusters        
-       } else if (trainConfig == 3){ 
+       } else if (trainConfig == 2){  // min energy = 0.3 GeV/c
                eventCutArray[ 0] = "8008101"; clusterCutArray[0] = "10000040022030000"; mesonCutArray[0] = "01525065000000"; //standart cut, kEMCEGA based on INT7 // EMCAL clusters
                eventCutArray[ 1] = "8008301"; clusterCutArray[1] = "10000040022030000"; mesonCutArray[1] = "01525065000000"; //standard cut, kEMCEG1 based on INT7 // EMCAL clusters
                eventCutArray[ 2] = "8008501"; clusterCutArray[2] = "10000040022030000"; mesonCutArray[2] = "01525065000000"; //standard cut, kEMCEG2 based on INT7 // EMCAL clusters
                eventCutArray[ 3] = "8009101"; clusterCutArray[3] = "10000040022030000"; mesonCutArray[3] = "01525065000000"; //standard cut, kEMCEJE based on INT7 // EMCAL clusters
                eventCutArray[ 4] = "8009301"; clusterCutArray[4] = "10000040022030000"; mesonCutArray[4] = "01525065000000"; //standard cut, kEMCEJ1 based on INT7 // EMCAL clusters
                eventCutArray[ 5] = "8009501"; clusterCutArray[5] = "10000040022030000"; mesonCutArray[5] = "01525065000000"; //standard cut, kEMCEG2 based on INT7 // EMCAL clusters
-       } else if (trainConfig == 4){ 
-               eventCutArray[ 0] = "8000001"; clusterCutArray[0] = "10000040052030000"; mesonCutArray[0] = "01525065000000"; //standart cut, kINT7 // EMCAL clusters
-               eventCutArray[ 1] = "8005201"; clusterCutArray[1] = "10000040052030000"; mesonCutArray[1] = "01525065000000"; //standard cut, kEMC7 // EMCAL clusters   
-       } else if (trainConfig == 5){ 
-               eventCutArray[ 0] = "8008101"; clusterCutArray[0] = "10000040052030000"; mesonCutArray[0] = "01525065000000"; //standart cut, kEMCEGA based on INT7 // EMCAL clusters
-               eventCutArray[ 1] = "8008301"; clusterCutArray[1] = "10000040052030000"; mesonCutArray[1] = "01525065000000"; //standard cut, kEMCEG1 based on INT7 // EMCAL clusters
-               eventCutArray[ 2] = "8008501"; clusterCutArray[2] = "10000040052030000"; mesonCutArray[2] = "01525065000000"; //standard cut, kEMCEG2 based on INT7 // EMCAL clusters
-               eventCutArray[ 3] = "8009101"; clusterCutArray[3] = "10000040052030000"; mesonCutArray[3] = "01525065000000"; //standard cut, kEMCEJE based on INT7 // EMCAL clusters
-               eventCutArray[ 4] = "8009301"; clusterCutArray[4] = "10000040052030000"; mesonCutArray[4] = "01525065000000"; //standard cut, kEMCEJ1 based on INT7 // EMCAL clusters
-               eventCutArray[ 5] = "8009501"; clusterCutArray[5] = "10000040052030000"; mesonCutArray[5] = "01525065000000"; //standard cut, kEMCEG2 based on INT7 // EMCAL clusters           
-       } else if (trainConfig == 6){ // Validation EMCAL
-               eventCutArray[ 0] = "8000001"; clusterCutArray[0] = "10000040062000000"; mesonCutArray[0] = "01630031009000";   
-       } else if (trainConfig == 7){ // Validation PHOS
-               eventCutArray[ 0] = "8000001"; clusterCutArray[0] = "20000040053200000"; mesonCutArray[0] = "01630031009000";   
+       } else if (trainConfig == 3){ // min energy = 0.4 GeV/c
+               eventCutArray[ 0] = "8000001"; clusterCutArray[0] = "10000040032030000"; mesonCutArray[0] = "01525065000000"; //standart cut, kINT7 // EMCAL clusters
+               eventCutArray[ 1] = "8005201"; clusterCutArray[1] = "10000040032030000"; mesonCutArray[1] = "01525065000000"; //standard cut, kEMC7 // EMCAL clusters   
+       } else if (trainConfig == 4){ // min energy = 0.4 GeV/c
+               eventCutArray[ 0] = "8008101"; clusterCutArray[0] = "10000040032030000"; mesonCutArray[0] = "01525065000000"; //standart cut, kEMCEGA based on INT7 // EMCAL clusters
+               eventCutArray[ 1] = "8008301"; clusterCutArray[1] = "10000040032030000"; mesonCutArray[1] = "01525065000000"; //standard cut, kEMCEG1 based on INT7 // EMCAL clusters
+               eventCutArray[ 2] = "8008501"; clusterCutArray[2] = "10000040032030000"; mesonCutArray[2] = "01525065000000"; //standard cut, kEMCEG2 based on INT7 // EMCAL clusters
+               eventCutArray[ 3] = "8009101"; clusterCutArray[3] = "10000040032030000"; mesonCutArray[3] = "01525065000000"; //standard cut, kEMCEJE based on INT7 // EMCAL clusters
+               eventCutArray[ 4] = "8009301"; clusterCutArray[4] = "10000040032030000"; mesonCutArray[4] = "01525065000000"; //standard cut, kEMCEJ1 based on INT7 // EMCAL clusters
+               eventCutArray[ 5] = "8009501"; clusterCutArray[5] = "10000040032030000"; mesonCutArray[5] = "01525065000000"; //standard cut, kEMCEG2 based on INT7 // EMCAL clusters           
+       } else if (trainConfig == 5){ //EMCAL minEnergy variation
+               eventCutArray[ 0] = "8000001"; clusterCutArray[0] = "10000040012030000"; mesonCutArray[0] = "01525065000000"; //0.2 GeV/c
+               eventCutArray[ 1] = "8000001"; clusterCutArray[1] = "10000040022030000"; mesonCutArray[1] = "01525065000000"; //0.3 GeV/c
+               eventCutArray[ 2] = "8000001"; clusterCutArray[2] = "10000040032030000"; mesonCutArray[2] = "01525065000000"; //0.4 GeV/c default
+               eventCutArray[ 3] = "8000001"; clusterCutArray[3] = "10000040042030000"; mesonCutArray[3] = "01525065000000"; //0.5 GeV/c
+               eventCutArray[ 4] = "8000001"; clusterCutArray[4] = "10000040052030000"; mesonCutArray[4] = "01525065000000"; //0.6 GeV/c
+       } else if (trainConfig == 6){ //EMCAL minNCells variation
+               eventCutArray[ 0] = "8000001"; clusterCutArray[0] = "10000040031030000"; mesonCutArray[0] = "01525065000000"; //n cells >= 1
+               eventCutArray[ 1] = "8000001"; clusterCutArray[1] = "10000040033030000"; mesonCutArray[1] = "01525065000000"; //n cells >= 3
+               eventCutArray[ 2] = "8000001"; clusterCutArray[2] = "10000040032000000"; mesonCutArray[2] = "01525065000000"; //no M02 cut
+               eventCutArray[ 3] = "8000001"; clusterCutArray[3] = "10021040032030000"; mesonCutArray[3] = "01525065000000"; //only modules with TRD infront
+               eventCutArray[ 4] = "8000001"; clusterCutArray[4] = "10013040032030000"; mesonCutArray[4] = "01525065000000"; //no modules with TRD infront             
+       } else if (trainConfig == 7){ // Validation EMCAL
+               eventCutArray[ 0] = "8000001"; clusterCutArray[0] = "10000040032000000"; mesonCutArray[0] = "01630031009000";   
        } else if (trainConfig == 8){ // Validation EMCAL, only added signals
-               eventCutArray[ 0] = "8000002"; clusterCutArray[0] = "10000040062000000"; mesonCutArray[0] = "01630031009000";   
-       } else if (trainConfig == 9){ // Validation PHOS, only added signals
+               eventCutArray[ 0] = "8000002"; clusterCutArray[0] = "10000040032000000"; mesonCutArray[0] = "01630031009000";   
+               
+       //************************************************ PHOS clusters *************************************************
+       } else if (trainConfig == 31) { // min energy = 0.3 GeV/c
+               eventCutArray[ 0] = "8000001"; clusterCutArray[0] = "20000040033200000"; mesonCutArray[0] = "01525065000000"; //standart cut, kINT7 // PHOS clusters
+               eventCutArray[ 1] = "8006201"; clusterCutArray[1] = "20000040033200000"; mesonCutArray[1] = "01525065000000"; //standard cut, kPHI7     // PHOS clusters        
+       } else if (trainConfig == 32){ // Validation PHOS
+               eventCutArray[ 0] = "8000001"; clusterCutArray[0] = "20000040053200000"; mesonCutArray[0] = "01630031009000";   
+       } else if (trainConfig == 33){ // Validation PHOS, only added signals
                eventCutArray[ 0] = "8000002"; clusterCutArray[0] = "20000040053200000"; mesonCutArray[0] = "01630031009000";   
 
                

diff --git a/PWGGA/GammaConv/macros/AddTask_GammaCalo_pp.C b/PWGGA/GammaConv/macros/AddTask_GammaCalo_pp.C
index ad66807678cdecb9bda8a4dca4798ca736cd8af3..54b07c3a7b1efd34bd555a9feebe17c214cec66d 100644 (file)
--- a/PWGGA/GammaConv/macros/AddTask_GammaCalo_pp.C
+++ b/PWGGA/GammaConv/macros/AddTask_GammaCalo_pp.C
@@ -107,9 +107,11 @@ void AddTask_GammaCalo_pp(  Int_t trainConfig = 1,  //change different set of cu
        task->SetIsHeavyIon(isHeavyIon);
        task->SetIsMC(isMC);
        // Cut Numbers to use in Analysis
-       Int_t numberOfCuts = 4;
-       if (trainConfig == 9) numberOfCuts = 6;
-       if (trainConfig == 10) numberOfCuts = 1;
+       Int_t numberOfCuts = 2;
+       if (trainConfig == 2 || trainConfig == 3) numberOfCuts = 5;
+       if (trainConfig == 5) numberOfCuts = 5;
+       if (trainConfig == 31) numberOfCuts = 4;
+       if (trainConfig == 32) numberOfCuts = 1;
        
        TString *eventCutArray = new TString[numberOfCuts];
        TString *clusterCutArray = new TString[numberOfCuts];
@@ -118,62 +120,41 @@ void AddTask_GammaCalo_pp(  Int_t trainConfig = 1,  //change different set of cu
        // cluster cuts
        // 0 "ClusterType",  1 "EtaMin", 2 "EtaMax", 3 "PhiMin", 4 "PhiMax", 5 "DistanceToBadChannel", 6 "Timing", 7 "TrackMatching", 8 "ExoticCell",
        // 9 "MinEnergy", 10 "MinNCells", 11 "MinM02", 12 "MaxM02", 13 "MinM20", 14 "MaxM20", 15 "MaximumDispersion", 16 "NLM"
-       if (trainConfig == 1){ // EMCAL clusters 2.76 TeV LHC11a, with SDD (0,1), kEMC1 (2,3)
-               eventCutArray[ 0] = "0000311"; clusterCutArray[0] = "10000040022030000"; mesonCutArray[0] = "01631031009000"; // 100 MeV cluster min energy
-               eventCutArray[ 1] = "0000311"; clusterCutArray[1] = "10000040052030000"; mesonCutArray[1] = "01631031009000"; // 300 MeV cluster min energy
-               eventCutArray[ 2] = "0005111"; clusterCutArray[2] = "10000040022030000"; mesonCutArray[2] = "01631031009000"; // 100 MeV cluster min energy
-               eventCutArray[ 3] = "0005111"; clusterCutArray[3] = "10000040052030000"; mesonCutArray[3] = "01631031009000"; // 300 MeV cluster min energy
-       } else if (trainConfig == 2){  // EMCAL clusters, EMCEGA triggers
-               eventCutArray[ 0] = "0008311"; clusterCutArray[0] = "10000040022030000"; mesonCutArray[0] = "01631031009000"; // EMCEG1, 100 MeV cluster min energy
-               eventCutArray[ 1] = "0008311"; clusterCutArray[1] = "10000040052030000"; mesonCutArray[1] = "01631031009000"; // EMCEG1, 300 MeV cluster min energy
-               eventCutArray[ 2] = "0008511"; clusterCutArray[2] = "10000040022030000"; mesonCutArray[2] = "01631031009000"; // EMCEG2, 100 MeV cluster min energy
-               eventCutArray[ 3] = "0008511"; clusterCutArray[3] = "10000040052030000"; mesonCutArray[3] = "01631031009000"; // EMCEG2, 300 MeV cluster min energy
-       } else if (trainConfig == 3){  // EMCAL clusters, EMCEJE triggers
-               eventCutArray[ 0] = "0009311"; clusterCutArray[0] = "10000040022030000"; mesonCutArray[0] = "01631031009000"; // EMCEJ1, 100 MeV cluster min energy
-               eventCutArray[ 1] = "0009311"; clusterCutArray[1] = "10000040052030000"; mesonCutArray[1] = "01631031009000"; // EMCEJ1, 300 MeV cluster min energy
-               eventCutArray[ 2] = "0009511"; clusterCutArray[2] = "10000040022030000"; mesonCutArray[2] = "01631031009000"; // EMCEJ2, 100 MeV cluster min energy
-               eventCutArray[ 3] = "0009511"; clusterCutArray[3] = "10000040052030000"; mesonCutArray[3] = "01631031009000"; // EMCEJ2, 300 MeV cluster min energy
-       } else if (trainConfig == 4){ // EMCAL clusters 2.76 TeV LHC13g, kINT7 (0,1), kEMC7 (2,3), track 
-               eventCutArray[ 0] = "0000011"; clusterCutArray[0] = "10000040022030000"; mesonCutArray[0] = "01631031009000"; // 100 MeV cluster min energy
-               eventCutArray[ 1] = "0000011"; clusterCutArray[1] = "10000040052030000"; mesonCutArray[1] = "01631031009000"; // 300 MeV cluster min energy
-               eventCutArray[ 2] = "0005211"; clusterCutArray[2] = "10000040022030000"; mesonCutArray[2] = "01631031009000"; // 100 MeV cluster min energy
-               eventCutArray[ 3] = "0005211"; clusterCutArray[3] = "10000040052030000"; mesonCutArray[3] = "01631031009000"; // 300 MeV cluster min energy
-       } else if (trainConfig == 5){ // EMCAL clusters 2.76 TeV LHC11a, with SDD (0,1), kEMC1 (2,3)
-               eventCutArray[ 0] = "0000311"; clusterCutArray[0] = "10000040062030000"; mesonCutArray[0] = "01631031009000"; // 400 MeV cluster min energy
-               eventCutArray[ 1] = "0000311"; clusterCutArray[1] = "10000040062031000"; mesonCutArray[1] = "01631031009000"; // 400 MeV cluster min energy, min M20 > 0.02
-               eventCutArray[ 2] = "0005111"; clusterCutArray[2] = "10000040062030000"; mesonCutArray[2] = "01631031009000"; // 500 MeV cluster min energy
-               eventCutArray[ 3] = "0005111"; clusterCutArray[3] = "10000040062031000"; mesonCutArray[3] = "01631031009000"; // 500 MeV cluster min energy, min M20 > 0.02
-       } else if (trainConfig == 6){  // EMCAL clusters, EMCEGA triggers
-               eventCutArray[ 0] = "0008311"; clusterCutArray[0] = "10000040062030000"; mesonCutArray[0] = "01631031009000"; // EMCEG1, 400 MeV cluster min energy
-               eventCutArray[ 1] = "0008311"; clusterCutArray[1] = "10000040062031000"; mesonCutArray[1] = "01631031009000"; // EMCEG1, 400 MeV cluster min energy, min M20 > 0.02
-               eventCutArray[ 2] = "0008511"; clusterCutArray[2] = "10000040062030000"; mesonCutArray[2] = "01631031009000"; // EMCEG2, 400 MeV cluster min energy
-               eventCutArray[ 3] = "0008511"; clusterCutArray[3] = "10000040062031000"; mesonCutArray[3] = "01631031009000"; // EMCEG2, 400 MeV cluster min energy, min M20 > 0.02
-       } else if (trainConfig == 7){  // EMCAL clusters, EMCEJE triggers
-               eventCutArray[ 0] = "0009311"; clusterCutArray[0] = "10000040062030000"; mesonCutArray[0] = "01631031009000"; // EMCEJ1, 400 MeV cluster min energy
-               eventCutArray[ 1] = "0009311"; clusterCutArray[1] = "10000040062031000"; mesonCutArray[1] = "01631031009000"; // EMCEJ1, 400 MeV cluster min energy, min M20 > 0.02
-               eventCutArray[ 2] = "0009511"; clusterCutArray[2] = "10000040062030000"; mesonCutArray[2] = "01631031009000"; // EMCEJ2, 400 MeV cluster min energy
-               eventCutArray[ 3] = "0009511"; clusterCutArray[3] = "10000040062031000"; mesonCutArray[3] = "01631031009000"; // EMCEJ2, 400 MeV cluster min energy, min M20 > 0.02
-       } else if (trainConfig == 8){ // EMCAL clusters 2.76 TeV LHC13g, kINT7 (0,1), kEMC7 (2,3), track 
-               eventCutArray[ 0] = "0000011"; clusterCutArray[0] = "10000040062030000"; mesonCutArray[0] = "01631031009000"; // 400 MeV cluster min energy
-               eventCutArray[ 1] = "0000011"; clusterCutArray[1] = "10000040062031000"; mesonCutArray[1] = "01631031009000"; // 400 MeV cluster min energy, min M20 > 0.02
-               eventCutArray[ 2] = "0005211"; clusterCutArray[2] = "10000040062030000"; mesonCutArray[2] = "01631031009000"; // 400 MeV cluster min energy
-               eventCutArray[ 3] = "0005211"; clusterCutArray[3] = "10000040062031000"; mesonCutArray[3] = "01631031009000"; // 400 MeV cluster min energy, min M20 > 0.02
-       } else if (trainConfig == 9){ // Trigger test
-               eventCutArray[ 0] = "0000311"; clusterCutArray[0] = "10000040022030000"; mesonCutArray[0] = "01631031009000"; 
-               eventCutArray[ 1] = "0005011"; clusterCutArray[1] = "10000040022030000"; mesonCutArray[1] = "01631031009000"; 
-               eventCutArray[ 2] = "0008311"; clusterCutArray[2] = "10000040022030000"; mesonCutArray[2] = "01631031009000"; 
-               eventCutArray[ 3] = "0009311"; clusterCutArray[3] = "10000040022030000"; mesonCutArray[3] = "01631031009000"; 
-               eventCutArray[ 4] = "0008511"; clusterCutArray[4] = "10000040022030000"; mesonCutArray[4] = "01631031009000"; 
-               eventCutArray[ 5] = "0009511"; clusterCutArray[5] = "10000040022030000"; mesonCutArray[5] = "01631031009000"; 
-       } else if (trainConfig == 10){ // Validation EMCAL
-               eventCutArray[ 0] = "0000311"; clusterCutArray[0] = "10000040062000000"; mesonCutArray[0] = "01630031009000"; 
+       
+       // ************************************* EMCAL cuts ****************************************************
+       // LHC11a
+       if (trainConfig == 1){ // EMCAL clusters 2.76 TeV LHC11a, with SDD (0), kEMC1 (1)
+               eventCutArray[ 0] = "0000311"; clusterCutArray[0] = "10000040032030000"; mesonCutArray[0] = "01631031009000"; // 400 MeV cluster min energy
+               eventCutArray[ 1] = "0005111"; clusterCutArray[1] = "10000040032030000"; mesonCutArray[1] = "01631031009000"; // 400 MeV cluster min energy
+       } else if (trainConfig == 2){ //EMCAL minEnergy variation
+               eventCutArray[ 0] = "0000311"; clusterCutArray[0] = "10000040012030000"; mesonCutArray[0] = "01525065000000"; //0.2 GeV/c
+               eventCutArray[ 1] = "0000311"; clusterCutArray[1] = "10000040022030000"; mesonCutArray[1] = "01525065000000"; //0.3 GeV/c
+               eventCutArray[ 2] = "0000311"; clusterCutArray[2] = "10000040032030000"; mesonCutArray[2] = "01525065000000"; //0.4 GeV/c default
+               eventCutArray[ 3] = "0000311"; clusterCutArray[3] = "10000040042030000"; mesonCutArray[3] = "01525065000000"; //0.5 GeV/c
+               eventCutArray[ 4] = "0000311"; clusterCutArray[4] = "10000040052030000"; mesonCutArray[4] = "01525065000000"; //0.6 GeV/c
+       } else if (trainConfig == 3){ //EMCAL minNCells variation
+               eventCutArray[ 0] = "0000311"; clusterCutArray[0] = "10000040031030000"; mesonCutArray[0] = "01525065000000"; //n cells >= 1
+               eventCutArray[ 1] = "0000311"; clusterCutArray[1] = "10000040033030000"; mesonCutArray[1] = "01525065000000"; //n cells >= 3
+               eventCutArray[ 2] = "0000311"; clusterCutArray[2] = "10000040032000000"; mesonCutArray[2] = "01525065000000"; //no M02 cut
+               eventCutArray[ 3] = "0000311"; clusterCutArray[3] = "10031040032030000"; mesonCutArray[3] = "01525065000000"; //only modules with TRD infront
+               eventCutArray[ 4] = "0000311"; clusterCutArray[4] = "10012040032030000"; mesonCutArray[4] = "01525065000000"; //no modules with TRD infront             
+       // LHC13g       
+       } else if (trainConfig == 5){  // EMCAL clusters, EMCEGA triggers
+               eventCutArray[ 0] = "0008311"; clusterCutArray[0] = "10000040032030000"; mesonCutArray[0] = "01631031009000"; // EMCEG1, 
+               eventCutArray[ 1] = "0008511"; clusterCutArray[1] = "10000040032030000"; mesonCutArray[1] = "01631031009000"; // EMCEG2, 
+               eventCutArray[ 2] = "0009311"; clusterCutArray[2] = "10000040032030000"; mesonCutArray[2] = "01631031009000"; // EMCEJ1, 
+               eventCutArray[ 3] = "0009511"; clusterCutArray[3] = "10000040032030000"; mesonCutArray[3] = "01631031009000"; // EMCEJ2, 
+               eventCutArray[ 4] = "0000011"; clusterCutArray[4] = "10000040032030000"; mesonCutArray[4] = "01631031009000"; // INT7
+               eventCutArray[ 5] = "0005211"; clusterCutArray[5] = "10000040032030000"; mesonCutArray[5] = "01631031009000"; // EMC7
+
+       // ************************************* PHOS cuts ****************************************************
        } else if (trainConfig == 31) { //PHOS clusters
-               eventCutArray[ 0] = "0000311"; clusterCutArray[0] = "20000040053200000"; mesonCutArray[0] = "01631031009000"; //pp LHC11a with SDD, PHOS
-               eventCutArray[ 1] = "0000011"; clusterCutArray[1] = "20000040053200000"; mesonCutArray[1] = "01631031009000"; //pp LHC13g default MB
-               eventCutArray[ 2] = "0006111"; clusterCutArray[2] = "20000040053200000"; mesonCutArray[2] = "01631031009000"; //pp LHC11a PHI1
-               eventCutArray[ 3] = "0006211"; clusterCutArray[3] = "20000040053200000"; mesonCutArray[3] = "01631031009000"; //pp LHC11a PHI7
+               eventCutArray[ 0] = "0000311"; clusterCutArray[0] = "20000040033200000"; mesonCutArray[0] = "01631031009000"; //pp LHC11a with SDD, PHOS
+               eventCutArray[ 1] = "0000011"; clusterCutArray[1] = "20000040033200000"; mesonCutArray[1] = "01631031009000"; //pp LHC13g default MB
+               eventCutArray[ 2] = "0006111"; clusterCutArray[2] = "20000040033200000"; mesonCutArray[2] = "01631031009000"; //pp LHC11a PHI1
+               eventCutArray[ 3] = "0006211"; clusterCutArray[3] = "20000040033200000"; mesonCutArray[3] = "01631031009000"; //pp LHC11a PHI7
        } else if (trainConfig == 32){ // Validation PHOS
-               eventCutArray[ 0] = "0000311"; clusterCutArray[0] = "20000040053200000"; mesonCutArray[0] = "01630031009000";           
+               eventCutArray[ 0] = "0000311"; clusterCutArray[0] = "20000040033200000"; mesonCutArray[0] = "01630031009000";           
        } else {
                Error(Form("GammaCalo_%i",trainConfig), "wrong trainConfig variable no cuts have been specified for the configuration");
                return;

diff --git a/PWGGA/GammaConv/macros/AddTask_GammaConvCalo_PbPb.C b/PWGGA/GammaConv/macros/AddTask_GammaConvCalo_PbPb.C
index f654ecad74895a8f01150e6385ab391fdf8061dc..e8cd1b4a31ed40ab391c6ace51ce6032d54628a9 100644 (file)
--- a/PWGGA/GammaConv/macros/AddTask_GammaConvCalo_PbPb.C
+++ b/PWGGA/GammaConv/macros/AddTask_GammaConvCalo_PbPb.C
@@ -118,82 +118,79 @@ void AddTask_GammaConvCalo_PbPb(          Int_t trainConfig = 1,  //change different s
        TString *photonCutArray = new TString[numberOfCuts];
        TString *clusterCutArray = new TString[numberOfCuts];
        TString *mesonCutArray = new TString[numberOfCuts];
-
-       // meson cuts
-       // meson type (Dalitz or not), BG scheme, pool depth, rotation degrees, rapidity cut, radius cut, alpha, chi2, shared electrons, reject to close v0, MC smearing, dca, dca, dca
   
        if (trainConfig == 1){ // EMCAL clusters
-               eventCutArray[ 0] = "6010001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000040022030000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
-               eventCutArray[ 1] = "6120001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000040022030000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
-               eventCutArray[ 2] = "5010001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000040022030000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
-               eventCutArray[ 3] = "5240001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000040022030000"; mesonCutArray[ 3] = "01525065000000"; // 20-40%
-               eventCutArray[ 4] = "5250001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000040022030000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%
+               eventCutArray[ 0] = "6010001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000040032030000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
+               eventCutArray[ 1] = "6120001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000040032030000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
+               eventCutArray[ 2] = "5010001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000040032030000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
+               eventCutArray[ 3] = "5240001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000040032030000"; mesonCutArray[ 3] = "01525065000000"; // 20-40%
+               eventCutArray[ 4] = "5250001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000040032030000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%
        } else if (trainConfig == 2){ // EMCAL clusters
-               eventCutArray[ 0] = "6010001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000040022030000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
-               eventCutArray[ 1] = "6120001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000040022030000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
-               eventCutArray[ 2] = "5010001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000040022030000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
-               eventCutArray[ 3] = "5120001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000040022030000"; mesonCutArray[ 3] = "01525065000000"; // 10-20%
-               eventCutArray[ 4] = "5240001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000040022030000"; mesonCutArray[ 4] = "01525065000000"; // 20-40%          
+               eventCutArray[ 0] = "6010001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000040032030000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
+               eventCutArray[ 1] = "6120001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000040032030000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
+               eventCutArray[ 2] = "5010001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000040032030000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
+               eventCutArray[ 3] = "5120001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000040032030000"; mesonCutArray[ 3] = "01525065000000"; // 10-20%
+               eventCutArray[ 4] = "5240001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000040032030000"; mesonCutArray[ 4] = "01525065000000"; // 20-40%          
        } else if (trainConfig == 3){ // EMCAL clusters
-               eventCutArray[ 0] = "5460001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000040022030000"; mesonCutArray[ 0] = "01525065000000"; // 40-60%
-               eventCutArray[ 1] = "5680001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000040022030000"; mesonCutArray[ 1] = "01525065000000"; // 60-80%
-               eventCutArray[ 2] = "5260001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000040022030000"; mesonCutArray[ 2] = "01525065000000"; // 20-60%
-               eventCutArray[ 3] = "5480001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000040022030000"; mesonCutArray[ 3] = "01525065000000"; // 40-80%
-               eventCutArray[ 4] = "5250001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000040022030000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%                          
+               eventCutArray[ 0] = "5460001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000040032030000"; mesonCutArray[ 0] = "01525065000000"; // 40-60%
+               eventCutArray[ 1] = "5680001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000040032030000"; mesonCutArray[ 1] = "01525065000000"; // 60-80%
+               eventCutArray[ 2] = "5260001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000040032030000"; mesonCutArray[ 2] = "01525065000000"; // 20-60%
+               eventCutArray[ 3] = "5480001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000040032030000"; mesonCutArray[ 3] = "01525065000000"; // 40-80%
+               eventCutArray[ 4] = "5250001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000040032030000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%                          
        } else if (trainConfig == 4){ // EMCAL clusters
-               eventCutArray[ 0] = "6010001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000043022030000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
-               eventCutArray[ 1] = "6120001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000043022030000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
-               eventCutArray[ 2] = "5010001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000043022030000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
-               eventCutArray[ 3] = "5240001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000043022030000"; mesonCutArray[ 3] = "01525065000000"; // 20-40%
-               eventCutArray[ 4] = "5250001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000043022030000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%
+               eventCutArray[ 0] = "6010001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000043032030000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
+               eventCutArray[ 1] = "6120001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000043032030000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
+               eventCutArray[ 2] = "5010001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000043032030000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
+               eventCutArray[ 3] = "5240001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000043032030000"; mesonCutArray[ 3] = "01525065000000"; // 20-40%
+               eventCutArray[ 4] = "5250001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000043032030000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%
        } else if (trainConfig == 5){ // EMCAL clusters
-               eventCutArray[ 0] = "6010001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000043022030000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
-               eventCutArray[ 1] = "6120001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000043022030000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
-               eventCutArray[ 2] = "5010001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000043022030000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
-               eventCutArray[ 3] = "5120001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000043022030000"; mesonCutArray[ 3] = "01525065000000"; // 10-20%
-               eventCutArray[ 4] = "5240001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000043022030000"; mesonCutArray[ 4] = "01525065000000"; // 20-40%          
+               eventCutArray[ 0] = "6010001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000043032030000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
+               eventCutArray[ 1] = "6120001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000043032030000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
+               eventCutArray[ 2] = "5010001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000043032030000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
+               eventCutArray[ 3] = "5120001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000043032030000"; mesonCutArray[ 3] = "01525065000000"; // 10-20%
+               eventCutArray[ 4] = "5240001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000043032030000"; mesonCutArray[ 4] = "01525065000000"; // 20-40%          
        } else if (trainConfig == 6){ // EMCAL clusters
-               eventCutArray[ 0] = "5460001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000043022030000"; mesonCutArray[ 0] = "01525065000000"; // 40-60%
-               eventCutArray[ 1] = "5680001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000043022030000"; mesonCutArray[ 1] = "01525065000000"; // 60-80%
-               eventCutArray[ 2] = "5260001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000043022030000"; mesonCutArray[ 2] = "01525065000000"; // 20-60%
-               eventCutArray[ 3] = "5480001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000043022030000"; mesonCutArray[ 3] = "01525065000000"; // 40-80%
-               eventCutArray[ 4] = "5250001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000043022030000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%                          
+               eventCutArray[ 0] = "5460001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000043032030000"; mesonCutArray[ 0] = "01525065000000"; // 40-60%
+               eventCutArray[ 1] = "5680001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000043032030000"; mesonCutArray[ 1] = "01525065000000"; // 60-80%
+               eventCutArray[ 2] = "5260001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000043032030000"; mesonCutArray[ 2] = "01525065000000"; // 20-60%
+               eventCutArray[ 3] = "5480001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000043032030000"; mesonCutArray[ 3] = "01525065000000"; // 40-80%
+               eventCutArray[ 4] = "5250001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000043032030000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%                          
        } else if (trainConfig == 31){ // PHOS clusters
-               eventCutArray[ 0] = "6010001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "20000042053200000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
-               eventCutArray[ 1] = "6120001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "20000042053200000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
-               eventCutArray[ 2] = "5010001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "20000042053200000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
-               eventCutArray[ 3] = "5240001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "20000042053200000"; mesonCutArray[ 3] = "01525065000000"; // 20-40%
-               eventCutArray[ 4] = "5250001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "20000042053200000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%
+               eventCutArray[ 0] = "6010001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "20000042033200000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
+               eventCutArray[ 1] = "6120001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "20000042033200000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
+               eventCutArray[ 2] = "5010001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "20000042033200000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
+               eventCutArray[ 3] = "5240001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "20000042033200000"; mesonCutArray[ 3] = "01525065000000"; // 20-40%
+               eventCutArray[ 4] = "5250001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "20000042033200000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%
        } else if (trainConfig == 32){ // PHOS clusters
-               eventCutArray[ 0] = "6010001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "20000042053200000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
-               eventCutArray[ 1] = "6120001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "20000042053200000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
-               eventCutArray[ 2] = "5010001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "20000042053200000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
-               eventCutArray[ 3] = "5120001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "20000042053200000"; mesonCutArray[ 3] = "01525065000000"; // 10-20%
-               eventCutArray[ 4] = "5240001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "20000042053200000"; mesonCutArray[ 4] = "01525065000000"; // 20-40%          
+               eventCutArray[ 0] = "6010001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "20000042033200000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
+               eventCutArray[ 1] = "6120001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "20000042033200000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
+               eventCutArray[ 2] = "5010001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "20000042033200000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
+               eventCutArray[ 3] = "5120001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "20000042033200000"; mesonCutArray[ 3] = "01525065000000"; // 10-20%
+               eventCutArray[ 4] = "5240001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "20000042033200000"; mesonCutArray[ 4] = "01525065000000"; // 20-40%          
        } else if (trainConfig == 33){ // PHOS clusters
-               eventCutArray[ 0] = "5460001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "20000042053200000"; mesonCutArray[ 0] = "01525065000000"; // 40-60%
-               eventCutArray[ 1] = "5680001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "20000042053200000"; mesonCutArray[ 1] = "01525065000000"; // 60-80%
-               eventCutArray[ 2] = "5260001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "20000042053200000"; mesonCutArray[ 2] = "01525065000000"; // 20-60%
-               eventCutArray[ 3] = "5480001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "20000042053200000"; mesonCutArray[ 3] = "01525065000000"; // 40-80%
-               eventCutArray[ 4] = "5250001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "20000042053200000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%                                          
+               eventCutArray[ 0] = "5460001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "20000042033200000"; mesonCutArray[ 0] = "01525065000000"; // 40-60%
+               eventCutArray[ 1] = "5680001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "20000042033200000"; mesonCutArray[ 1] = "01525065000000"; // 60-80%
+               eventCutArray[ 2] = "5260001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "20000042033200000"; mesonCutArray[ 2] = "01525065000000"; // 20-60%
+               eventCutArray[ 3] = "5480001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "20000042033200000"; mesonCutArray[ 3] = "01525065000000"; // 40-80%
+               eventCutArray[ 4] = "5250001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "20000042033200000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%                                          
        } else if (trainConfig == 34){ // PHOS clusters
-               eventCutArray[ 0] = "6010001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "20000043053200000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
-               eventCutArray[ 1] = "6120001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "20000043053200000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
-               eventCutArray[ 2] = "5010001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "20000043053200000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
-               eventCutArray[ 3] = "5240001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "20000043053200000"; mesonCutArray[ 3] = "01525065000000"; // 20-40%
-               eventCutArray[ 4] = "5250001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "20000043053200000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%
+               eventCutArray[ 0] = "6010001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "20000043033200000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
+               eventCutArray[ 1] = "6120001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "20000043033200000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
+               eventCutArray[ 2] = "5010001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "20000043033200000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
+               eventCutArray[ 3] = "5240001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "20000043033200000"; mesonCutArray[ 3] = "01525065000000"; // 20-40%
+               eventCutArray[ 4] = "5250001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "20000043033200000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%
        } else if (trainConfig == 35){ // PHOS clusters
-               eventCutArray[ 0] = "6010001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "20000043053200000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
-               eventCutArray[ 1] = "6120001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "20000043053200000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
-               eventCutArray[ 2] = "5010001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "20000043053200000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
-               eventCutArray[ 3] = "5120001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "20000043053200000"; mesonCutArray[ 3] = "01525065000000"; // 10-20%
-               eventCutArray[ 4] = "5240001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "20000043053200000"; mesonCutArray[ 4] = "01525065000000"; // 20-40%          
+               eventCutArray[ 0] = "6010001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "20000043033200000"; mesonCutArray[ 0] = "01525065000000"; // 0-5%
+               eventCutArray[ 1] = "6120001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "20000043033200000"; mesonCutArray[ 1] = "01525065000000"; // 5-10%
+               eventCutArray[ 2] = "5010001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "20000043033200000"; mesonCutArray[ 2] = "01525065000000"; // 0-10%
+               eventCutArray[ 3] = "5120001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "20000043033200000"; mesonCutArray[ 3] = "01525065000000"; // 10-20%
+               eventCutArray[ 4] = "5240001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "20000043033200000"; mesonCutArray[ 4] = "01525065000000"; // 20-40%          
        } else if (trainConfig == 36){ // PHOS clusters
-               eventCutArray[ 0] = "5460001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "20000043053200000"; mesonCutArray[ 0] = "01525065000000"; // 40-60%
-               eventCutArray[ 1] = "5680001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "20000043053200000"; mesonCutArray[ 1] = "01525065000000"; // 60-80%
-               eventCutArray[ 2] = "5260001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "20000043053200000"; mesonCutArray[ 2] = "01525065000000"; // 20-60%
-               eventCutArray[ 3] = "5480001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "20000043053200000"; mesonCutArray[ 3] = "01525065000000"; // 40-80%
-               eventCutArray[ 4] = "5250001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "20000043053200000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%                                                          
+               eventCutArray[ 0] = "5460001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "20000043033200000"; mesonCutArray[ 0] = "01525065000000"; // 40-60%
+               eventCutArray[ 1] = "5680001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "20000043033200000"; mesonCutArray[ 1] = "01525065000000"; // 60-80%
+               eventCutArray[ 2] = "5260001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "20000043033200000"; mesonCutArray[ 2] = "01525065000000"; // 20-60%
+               eventCutArray[ 3] = "5480001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "20000043033200000"; mesonCutArray[ 3] = "01525065000000"; // 40-80%
+               eventCutArray[ 4] = "5250001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "20000043033200000"; mesonCutArray[ 4] = "01525065000000"; // 20-50%                                                          
        } else {
                Error(Form("GammaConvCalo_%i",trainConfig), "wrong trainConfig variable no cuts have been specified for the configuration");
                return;

diff --git a/PWGGA/GammaConv/macros/AddTask_GammaConvCalo_pPb.C b/PWGGA/GammaConv/macros/AddTask_GammaConvCalo_pPb.C
index a3391cbde6277d6cc9ecfab4ac30130e38c44bd0..4a68a2e958308b3d04829c7e1eff538d997dd860 100644 (file)
--- a/PWGGA/GammaConv/macros/AddTask_GammaConvCalo_pPb.C
+++ b/PWGGA/GammaConv/macros/AddTask_GammaConvCalo_pPb.C
@@ -114,8 +114,8 @@ void AddTask_GammaConvCalo_pPb(  Int_t trainConfig = 1,  //change different set
        task->SetIsMC(isMC);
        // Cut Numbers to use in Analysis
        Int_t numberOfCuts = 2;
-       if (trainConfig==3 || trainConfig==5  ){ numberOfCuts =6;}
-       if (trainConfig==6 || trainConfig==7 || trainConfig==8 || trainConfig==9 ){ numberOfCuts =5;}
+       if (trainConfig==2 || trainConfig==4  ){ numberOfCuts =6;}
+       if (trainConfig==5 || trainConfig==6 || trainConfig==7 || trainConfig==8 || trainConfig==32 || trainConfig==33){ numberOfCuts =5;}
        
        TString *eventCutArray = new TString[numberOfCuts];
        TString *photonCutArray = new TString[numberOfCuts];
@@ -126,55 +126,68 @@ void AddTask_GammaConvCalo_pPb(  Int_t trainConfig = 1,  //change different set
        // 0 "ClusterType",  1 "EtaMin", 2 "EtaMax", 3 "PhiMin", 4 "PhiMax", 5 "DistanceToBadChannel", 6 "Timing", 7 "TrackMatching", 8 "ExoticCell",
        // 9 "MinEnergy", 10 "MinNCells", 11 "MinM02", 12 "MaxM02", 13 "MinM20", 14 "MaxM20", 15 "MaximumDispersion", 16 "NLM"
        
-       if (trainConfig == 1){ 
-               eventCutArray[ 0] = "8000001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000041022030000"; mesonCutArray[0] = "01525065000000"; //standart cut, kINT7 // EMCAL clusters
-               eventCutArray[ 1] = "8005201"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000041022030000"; mesonCutArray[1] = "01525065000000"; //standard cut, kEMC7 // EMCAL clusters
-       } else if (trainConfig == 2) {  
-               eventCutArray[ 0] = "8000001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "20000031022000000"; mesonCutArray[0] = "01525065000000"; //standart cut, kINT7 // PHOS clusters
-               eventCutArray[ 1] = "8006201"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "20000031022000000"; mesonCutArray[1] = "01525065000000"; //standard cut, kPHI7       // PHOS clusters        
-       } else if (trainConfig == 3){ 
-               eventCutArray[ 0] = "8008101"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000041022030000"; mesonCutArray[0] = "01525065000000"; //standart cut, kEMCEGA based on INT7 // EMCAL clusters
-               eventCutArray[ 1] = "8008301"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000041022030000"; mesonCutArray[1] = "01525065000000"; //standard cut, kEMCEG1 based on INT7 // EMCAL clusters
-               eventCutArray[ 2] = "8008501"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000041022030000"; mesonCutArray[2] = "01525065000000"; //standard cut, kEMCEG2 based on INT7 // EMCAL clusters
-               eventCutArray[ 3] = "8009101"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000041022030000"; mesonCutArray[3] = "01525065000000"; //standard cut, kEMCEJE based on INT7 // EMCAL clusters
-               eventCutArray[ 4] = "8009301"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000041022030000"; mesonCutArray[4] = "01525065000000"; //standard cut, kEMCEJ1 based on INT7 // EMCAL clusters
-               eventCutArray[ 5] = "8009501"; photonCutArray[ 5] = "002092970028250400000"; clusterCutArray[5] = "10000041022030000"; mesonCutArray[5] = "01525065000000"; //standard cut, kEMCEG2 based on INT7 // EMCAL clusters
-       } else if (trainConfig == 4){ 
-               eventCutArray[ 0] = "8000001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000041052030000"; mesonCutArray[0] = "01525065000000"; //standart cut, kINT7 // EMCAL clusters
-               eventCutArray[ 1] = "8005201"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000041052030000"; mesonCutArray[1] = "01525065000000"; //standard cut, kEMC7 // EMCAL clusters     
-       } else if (trainConfig == 5){ 
-               eventCutArray[ 0] = "8008101"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000041052030000"; mesonCutArray[0] = "01525065000000"; //standart cut, kEMCEGA based on INT7 // EMCAL clusters
-               eventCutArray[ 1] = "8008301"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000041052030000"; mesonCutArray[1] = "01525065000000"; //standard cut, kEMCEG1 based on INT7 // EMCAL clusters
-               eventCutArray[ 2] = "8008501"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000041052030000"; mesonCutArray[2] = "01525065000000"; //standard cut, kEMCEG2 based on INT7 // EMCAL clusters
-               eventCutArray[ 3] = "8009101"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000041052030000"; mesonCutArray[3] = "01525065000000"; //standard cut, kEMCEJE based on INT7 // EMCAL clusters
-               eventCutArray[ 4] = "8009301"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000041052030000"; mesonCutArray[4] = "01525065000000"; //standard cut, kEMCEJ1 based on INT7 // EMCAL clusters
-               eventCutArray[ 5] = "8009501"; photonCutArray[ 5] = "002092970028250400000"; clusterCutArray[5] = "10000041052030000"; mesonCutArray[5] = "01525065000000"; //standard cut, kEMCEG2 based on INT7 // EMCAL clusters             
-       } else if (trainConfig == 6){ //EMCAL
-               eventCutArray[ 0] = "8000001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000041052030000"; mesonCutArray[0] = "01525065000000"; 
-               eventCutArray[ 1] = "8000001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000042052030000"; mesonCutArray[1] = "01525065000000"; 
-               eventCutArray[ 2] = "8000001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000043052030000"; mesonCutArray[2] = "01525065000000"; 
-               eventCutArray[ 3] = "8000001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000044052030000"; mesonCutArray[3] = "01525065000000"; 
-               eventCutArray[ 4] = "8000001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000045052030000"; mesonCutArray[4] = "01525065000000"; 
-       } else if (trainConfig == 7) { //PHOS
-               eventCutArray[ 0] = "8000001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "20000041053200000"; mesonCutArray[0] = "01525065000000"; 
-               eventCutArray[ 1] = "8000001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "20000042053200000"; mesonCutArray[1] = "01525065000000"; 
-               eventCutArray[ 2] = "8000001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "20000043053200000"; mesonCutArray[2] = "01525065000000"; 
-               eventCutArray[ 3] = "8000001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "20000044053200000"; mesonCutArray[3] = "01525065000000"; 
-               eventCutArray[ 4] = "8000001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "20000045053200000"; mesonCutArray[4] = "01525065000000"; 
-       } else if (trainConfig == 8){ //EMCAL
-               eventCutArray[ 0] = "8000002"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000041052030000"; mesonCutArray[0] = "01525065000000"; 
-               eventCutArray[ 1] = "8000002"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000042052030000"; mesonCutArray[1] = "01525065000000"; 
-               eventCutArray[ 2] = "8000002"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000043052030000"; mesonCutArray[2] = "01525065000000"; 
-               eventCutArray[ 3] = "8000002"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000044052030000"; mesonCutArray[3] = "01525065000000"; 
-               eventCutArray[ 4] = "8000002"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000045052030000"; mesonCutArray[4] = "01525065000000"; 
-       } else if (trainConfig == 9) { //PHOS
-               eventCutArray[ 0] = "8000002"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "20000041053200000"; mesonCutArray[0] = "01525065000000"; 
-               eventCutArray[ 1] = "8000002"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "20000042053200000"; mesonCutArray[1] = "01525065000000"; 
-               eventCutArray[ 2] = "8000002"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "20000043053200000"; mesonCutArray[2] = "01525065000000"; 
-               eventCutArray[ 3] = "8000002"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "20000044053200000"; mesonCutArray[3] = "01525065000000"; 
-               eventCutArray[ 4] = "8000002"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "20000045053200000"; mesonCutArray[4] = "01525065000000"; 
-
+       //************************************************ EMCAL clusters **********************************************************
+       if (trainConfig == 1){ // min energy = 0.3 GeV/c
+               eventCutArray[ 0] = "8000001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000042022030000"; mesonCutArray[0] = "01525065000000"; //standart cut, kINT7 
+               eventCutArray[ 1] = "8005201"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000042022030000"; mesonCutArray[1] = "01525065000000"; //standard cut, kEMC7 
+       } else if (trainConfig == 2){  // min energy = 0.3 GeV/c
+               eventCutArray[ 0] = "8008101"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000042022030000"; mesonCutArray[0] = "01525065000000"; //standart cut, kEMCEGA based on INT7 
+               eventCutArray[ 1] = "8008301"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000042022030000"; mesonCutArray[1] = "01525065000000"; //standard cut, kEMCEG1 based on INT7 
+               eventCutArray[ 2] = "8008501"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000042022030000"; mesonCutArray[2] = "01525065000000"; //standard cut, kEMCEG2 based on INT7 
+               eventCutArray[ 3] = "8009101"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000042022030000"; mesonCutArray[3] = "01525065000000"; //standard cut, kEMCEJE based on INT7 
+               eventCutArray[ 4] = "8009301"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000042022030000"; mesonCutArray[4] = "01525065000000"; //standard cut, kEMCEJ1 based on INT7 
+               eventCutArray[ 5] = "8009501"; photonCutArray[ 5] = "002092970028250400000"; clusterCutArray[5] = "10000042022030000"; mesonCutArray[5] = "01525065000000"; //standard cut, kEMCEG2 based on INT7 
+       } else if (trainConfig == 3){ // min energy = 0.4 GeV/c
+               eventCutArray[ 0] = "8000001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000042032030000"; mesonCutArray[0] = "01525065000000"; //standart cut, kINT7 
+               eventCutArray[ 1] = "8005201"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000042032030000"; mesonCutArray[1] = "01525065000000"; //standard cut, kEMC7       
+       } else if (trainConfig == 4){ // min energy = 0.4 GeV/c
+               eventCutArray[ 0] = "8008101"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000042032030000"; mesonCutArray[0] = "01525065000000"; //standart cut, kEMCEGA based on INT7 
+               eventCutArray[ 1] = "8008301"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000042032030000"; mesonCutArray[1] = "01525065000000"; //standard cut, kEMCEG1 based on INT7 
+               eventCutArray[ 2] = "8008501"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000042032030000"; mesonCutArray[2] = "01525065000000"; //standard cut, kEMCEG2 based on INT7 
+               eventCutArray[ 3] = "8009101"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000042032030000"; mesonCutArray[3] = "01525065000000"; //standard cut, kEMCEJE based on INT7 
+               eventCutArray[ 4] = "8009301"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000042032030000"; mesonCutArray[4] = "01525065000000"; //standard cut, kEMCEJ1 based on INT7 
+               eventCutArray[ 5] = "8009501"; photonCutArray[ 5] = "002092970028250400000"; clusterCutArray[5] = "10000042032030000"; mesonCutArray[5] = "01525065000000"; //standard cut, kEMCEG2 based on INT7
+       } else if (trainConfig == 5){ //EMCAL variation of track matching
+               eventCutArray[ 0] = "8000001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000041032030000"; mesonCutArray[0] = "01525065000000"; // 
+               eventCutArray[ 1] = "8000001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000042032030000"; mesonCutArray[1] = "01525065000000"; 
+               eventCutArray[ 2] = "8000001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000043032030000"; mesonCutArray[2] = "01525065000000"; 
+               eventCutArray[ 3] = "8000001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000044032030000"; mesonCutArray[3] = "01525065000000"; 
+               eventCutArray[ 4] = "8000001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000045032030000"; mesonCutArray[4] = "01525065000000"; 
+       } else if (trainConfig == 6){ //EMCAL added signal
+               eventCutArray[ 0] = "8000002"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000041032030000"; mesonCutArray[0] = "01525065000000"; 
+               eventCutArray[ 1] = "8000002"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000042032030000"; mesonCutArray[1] = "01525065000000"; 
+               eventCutArray[ 2] = "8000002"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000043032030000"; mesonCutArray[2] = "01525065000000"; 
+               eventCutArray[ 3] = "8000002"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000044032030000"; mesonCutArray[3] = "01525065000000"; 
+               eventCutArray[ 4] = "8000002"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000045032030000"; mesonCutArray[4] = "01525065000000"; 
+       } else if (trainConfig == 7){ //EMCAL minEnergy variation
+               eventCutArray[ 0] = "8000001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000042012030000"; mesonCutArray[0] = "01525065000000"; //0.2 GeV/c
+               eventCutArray[ 1] = "8000001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000042022030000"; mesonCutArray[1] = "01525065000000"; //0.3 GeV/c
+               eventCutArray[ 2] = "8000001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000042032030000"; mesonCutArray[2] = "01525065000000"; //0.4 GeV/c default
+               eventCutArray[ 3] = "8000001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10000042042030000"; mesonCutArray[3] = "01525065000000"; //0.5 GeV/c
+               eventCutArray[ 4] = "8000001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10000042052030000"; mesonCutArray[4] = "01525065000000"; //0.6 GeV/c
+       } else if (trainConfig == 8){ //EMCAL minNCells variation
+               eventCutArray[ 0] = "8000001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "10000042031030000"; mesonCutArray[0] = "01525065000000"; //n cells >= 1
+               eventCutArray[ 1] = "8000001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "10000042033030000"; mesonCutArray[1] = "01525065000000"; //n cells >= 3
+               eventCutArray[ 2] = "8000001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "10000042032000000"; mesonCutArray[2] = "01525065000000"; //no M02 cut
+               eventCutArray[ 3] = "8000001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "10021042032030000"; mesonCutArray[3] = "01525065000000"; //only modules with TRD infront
+               eventCutArray[ 4] = "8000001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "10013042032030000"; mesonCutArray[4] = "01525065000000"; //no modules with TRD infront               
                
+       //************************************************ PHOS clusters **********************************************************     
+       } else if (trainConfig == 31) { // min energy = 0.3 GeV/c
+               eventCutArray[ 0] = "8000001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "20000042033200000"; mesonCutArray[0] = "01525065000000"; //standart cut, kINT7 
+               eventCutArray[ 1] = "8006201"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "20000042033200000"; mesonCutArray[1] = "01525065000000"; //standard cut, kPHI7               
+       } else if (trainConfig == 32) { //PHOS
+               eventCutArray[ 0] = "8000001"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "20000041033200000"; mesonCutArray[0] = "01525065000000"; 
+               eventCutArray[ 1] = "8000001"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "20000042033200000"; mesonCutArray[1] = "01525065000000"; 
+               eventCutArray[ 2] = "8000001"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "20000043033200000"; mesonCutArray[2] = "01525065000000"; 
+               eventCutArray[ 3] = "8000001"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "20000044033200000"; mesonCutArray[3] = "01525065000000"; 
+               eventCutArray[ 4] = "8000001"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "20000045033200000"; mesonCutArray[4] = "01525065000000"; 
+       } else if (trainConfig == 33) { //PHOS
+               eventCutArray[ 0] = "8000002"; photonCutArray[ 0] = "002092970028250400000"; clusterCutArray[0] = "20000041033200000"; mesonCutArray[0] = "01525065000000"; 
+               eventCutArray[ 1] = "8000002"; photonCutArray[ 1] = "002092970028250400000"; clusterCutArray[1] = "20000042033200000"; mesonCutArray[1] = "01525065000000"; 
+               eventCutArray[ 2] = "8000002"; photonCutArray[ 2] = "002092970028250400000"; clusterCutArray[2] = "20000043033200000"; mesonCutArray[2] = "01525065000000"; 
+               eventCutArray[ 3] = "8000002"; photonCutArray[ 3] = "002092970028250400000"; clusterCutArray[3] = "20000044033200000"; mesonCutArray[3] = "01525065000000"; 
+               eventCutArray[ 4] = "8000002"; photonCutArray[ 4] = "002092970028250400000"; clusterCutArray[4] = "20000045033200000"; mesonCutArray[4] = "01525065000000"; 
        } else {
                Error(Form("GammaConvCalo_%i",trainConfig), "wrong trainConfig variable no cuts have been specified for the configuration");
                return;

diff --git a/PWGGA/GammaConv/macros/AddTask_GammaConvCalo_pp.C b/PWGGA/GammaConv/macros/AddTask_GammaConvCalo_pp.C
index d7bffd2f36646dbd37900a44638f5f560c58c449..f47f44c4aae8fdf7fef9ea0c7ec2571e39d312b1 100644 (file)
--- a/PWGGA/GammaConv/macros/AddTask_GammaConvCalo_pp.C
+++ b/PWGGA/GammaConv/macros/AddTask_GammaConvCalo_pp.C
@@ -111,8 +111,10 @@ void AddTask_GammaConvCalo_pp(  Int_t trainConfig = 1,  //change different set o
        task->SetIsHeavyIon(isHeavyIon);
        task->SetIsMC(isMC);
        // Cut Numbers to use in Analysis
-       Int_t numberOfCuts = 4;
-       
+       Int_t numberOfCuts = 2;
+       if (trainConfig==2 || trainConfig==3 || trainConfig==4  ){ numberOfCuts =5;}
+       if (trainConfig==5 || trainConfig==31 || trainConfig==32 ){ numberOfCuts =6;}
+
        TString *eventCutArray = new TString[numberOfCuts];
        TString *photonCutArray = new TString[numberOfCuts];
        TString *clusterCutArray = new TString[numberOfCuts];
@@ -121,82 +123,56 @@ void AddTask_GammaConvCalo_pp(  Int_t trainConfig = 1,  //change different set o
        // cluster cuts
        // 0 "ClusterType",  1 "EtaMin", 2 "EtaMax", 3 "PhiMin", 4 "PhiMax", 5 "DistanceToBadChannel", 6 "Timing", 7 "TrackMatching", 8 "ExoticCell",
        // 9 "MinEnergy", 10 "MinNCells", 11 "MinM02", 12 "MaxM02", 13 "MinM20", 14 "MaxM20", 15 "MaximumDispersion", 16 "NLM"
-       
-       if (trainConfig == 1){ // EMCAL clusters 2.76 TeV LHC11a, with SDD (0,1), kEMC1 (2,3)
-               eventCutArray[ 0] = "0000311"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "10000041022030000"; mesonCutArray[0] = "01631031009000"; // 100 MeV cluster min energy
-               eventCutArray[ 1] = "0000311"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "10000041052030000"; mesonCutArray[1] = "01631031009000"; // 300 MeV cluster min energy
-               eventCutArray[ 2] = "0005111"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "10000041022030000"; mesonCutArray[2] = "01631031009000"; // 100 MeV cluster min energy
-               eventCutArray[ 3] = "0005111"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "10000041052030000"; mesonCutArray[3] = "01631031009000"; // 300 MeV cluster min energy
-       } else if (trainConfig == 2){  // EMCAL clusters, EMCEGA triggers
-               eventCutArray[ 0] = "0008311"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "10000041022030000"; mesonCutArray[0] = "01631031009000"; // EMCEG1, 100 MeV cluster min energy
-               eventCutArray[ 1] = "0008311"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "10000041052030000"; mesonCutArray[1] = "01631031009000"; // EMCEG1, 300 MeV cluster min energy
-               eventCutArray[ 2] = "0008511"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "10000041022030000"; mesonCutArray[2] = "01631031009000"; // EMCEG2, 100 MeV cluster min energy
-               eventCutArray[ 3] = "0008511"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "10000041052030000"; mesonCutArray[3] = "01631031009000"; // EMCEG2, 300 MeV cluster min energy
-       } else if (trainConfig == 3){  // EMCAL clusters, EMCEJE triggers
-               eventCutArray[ 0] = "0009311"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "10000041022030000"; mesonCutArray[0] = "01631031009000"; // EMCEJ1, 100 MeV cluster min energy
-               eventCutArray[ 1] = "0009311"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "10000041052030000"; mesonCutArray[1] = "01631031009000"; // EMCEJ1, 300 MeV cluster min energy
-               eventCutArray[ 2] = "0009511"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "10000041022030000"; mesonCutArray[2] = "01631031009000"; // EMCEJ2, 100 MeV cluster min energy
-               eventCutArray[ 3] = "0009511"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "10000041052030000"; mesonCutArray[3] = "01631031009000"; // EMCEJ2, 300 MeV cluster min energy
-       } else if (trainConfig == 4){ // EMCAL clusters 2.76 TeV LHC11a, with SDD (0,1), kEMC1 (2,3), track matching 0.035
-               eventCutArray[ 0] = "0000311"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "10000042022030000"; mesonCutArray[0] = "01631031009000"; // 100 MeV cluster min energy
-               eventCutArray[ 1] = "0000311"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "10000042052030000"; mesonCutArray[1] = "01631031009000"; // 300 MeV cluster min energy
-               eventCutArray[ 2] = "0005111"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "10000042022030000"; mesonCutArray[2] = "01631031009000"; // 100 MeV cluster min energy
-               eventCutArray[ 3] = "0005111"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "10000042052030000"; mesonCutArray[3] = "01631031009000"; // 300 MeV cluster min energy
+
+       // ************************************* EMCAL cuts ****************************************************
+       // LHC11a
+       if (trainConfig == 1){ // EMCAL clusters 2.76 TeV LHC11a, with SDD (0), kEMC1 (1)
+               eventCutArray[ 0] = "0000311"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "10000042032030000"; mesonCutArray[0] = "01631031009000"; // 400 MeV cluster min energy
+               eventCutArray[ 1] = "0005111"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "10000042032030000"; mesonCutArray[1] = "01631031009000"; // 400 MeV cluster min energy
+       } else if (trainConfig == 2){ //EMCAL minEnergy variation
+               eventCutArray[ 0] = "0000311"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "10000042012030000"; mesonCutArray[0] = "01525065000000"; //0.2 GeV/c
+               eventCutArray[ 1] = "0000311"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "10000042022030000"; mesonCutArray[1] = "01525065000000"; //0.3 GeV/c
+               eventCutArray[ 2] = "0000311"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "10000042032030000"; mesonCutArray[2] = "01525065000000"; //0.4 GeV/c default
+               eventCutArray[ 3] = "0000311"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "10000042042030000"; mesonCutArray[3] = "01525065000000"; //0.5 GeV/c
+               eventCutArray[ 4] = "0000311"; photonCutArray[ 4] = "002093663003800000000"; clusterCutArray[4] = "10000042052030000"; mesonCutArray[4] = "01525065000000"; //0.6 GeV/c
+       } else if (trainConfig == 3){ //EMCAL minNCells variation
+               eventCutArray[ 0] = "0000311"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "10000042031030000"; mesonCutArray[0] = "01525065000000"; //n cells >= 1
+               eventCutArray[ 1] = "0000311"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "10000042033030000"; mesonCutArray[1] = "01525065000000"; //n cells >= 3
+               eventCutArray[ 2] = "0000311"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "10000042032000000"; mesonCutArray[2] = "01525065000000"; //no M02 cut
+               eventCutArray[ 3] = "0000311"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "10031042032030000"; mesonCutArray[3] = "01525065000000"; //only modules with TRD infront
+               eventCutArray[ 4] = "0000311"; photonCutArray[ 4] = "002093663003800000000"; clusterCutArray[4] = "10012042032030000"; mesonCutArray[4] = "01525065000000"; //no modules with TRD infront               
+       } else if (trainConfig == 4){ // EMCAL track matching variations 
+               eventCutArray[ 0] = "0000311"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "10000041032030000"; mesonCutArray[0] = "01631031009000"; // 
+               eventCutArray[ 1] = "0000311"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "10000042032030000"; mesonCutArray[1] = "01631031009000"; // 
+               eventCutArray[ 2] = "0000311"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "10000043032030000"; mesonCutArray[2] = "01631031009000"; // 
+               eventCutArray[ 3] = "0000311"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "10000044032030000"; mesonCutArray[3] = "01631031009000"; // 
+               eventCutArray[ 4] = "0000311"; photonCutArray[ 4] = "002093663003800000000"; clusterCutArray[4] = "10000045032030000"; mesonCutArray[4] = "01631031009000"; // 
+       // LHC13g       
        } else if (trainConfig == 5){  // EMCAL clusters, EMCEGA triggers, track matching 0.035
-               eventCutArray[ 0] = "0008311"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "10000042022030000"; mesonCutArray[0] = "01631031009000"; // EMCEG1, 100 MeV cluster min energy
-               eventCutArray[ 1] = "0008311"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "10000042052030000"; mesonCutArray[1] = "01631031009000"; // EMCEG1, 300 MeV cluster min energy
-               eventCutArray[ 2] = "0008511"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "10000042022030000"; mesonCutArray[2] = "01631031009000"; // EMCEG2, 100 MeV cluster min energy
-               eventCutArray[ 3] = "0008511"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "10000042052030000"; mesonCutArray[3] = "01631031009000"; // EMCEG2, 300 MeV cluster min energy
-       } else if (trainConfig == 6){  // EMCAL clusters, EMCEJE triggers, track matching 0.035
-               eventCutArray[ 0] = "0009311"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "10000042022030000"; mesonCutArray[0] = "01631031009000"; // EMCEJ1, 100 MeV cluster min energy
-               eventCutArray[ 1] = "0009311"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "10000042052030000"; mesonCutArray[1] = "01631031009000"; // EMCEJ1, 300 MeV cluster min energy
-               eventCutArray[ 2] = "0009511"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "10000042022030000"; mesonCutArray[2] = "01631031009000"; // EMCEJ2, 100 MeV cluster min energy
-               eventCutArray[ 3] = "0009511"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "10000042052030000"; mesonCutArray[3] = "01631031009000"; // EMCEJ2, 300 MeV cluster min energy
-       } else if (trainConfig == 7){ // EMCAL clusters 2.76 TeV LHC11a, with SDD (0,1), kEMC1 (2,3), track matching 0.04
-               eventCutArray[ 0] = "0000311"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "10000043022030000"; mesonCutArray[0] = "01631031009000"; // 100 MeV cluster min energy
-               eventCutArray[ 1] = "0000311"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "10000043052030000"; mesonCutArray[1] = "01631031009000"; // 300 MeV cluster min energy
-               eventCutArray[ 2] = "0005111"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "10000043022030000"; mesonCutArray[2] = "01631031009000"; // 100 MeV cluster min energy
-               eventCutArray[ 3] = "0005111"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "10000043052030000"; mesonCutArray[3] = "01631031009000"; // 300 MeV cluster min energy
-       } else if (trainConfig == 8){  // EMCAL clusters, EMCEGA triggers, track matching 0.04
-               eventCutArray[ 0] = "0008311"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "10000043022030000"; mesonCutArray[0] = "01631031009000"; // EMCEG1, 100 MeV cluster min energy
-               eventCutArray[ 1] = "0008311"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "10000043052030000"; mesonCutArray[1] = "01631031009000"; // EMCEG1, 300 MeV cluster min energy
-               eventCutArray[ 2] = "0008511"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "10000043022030000"; mesonCutArray[2] = "01631031009000"; // EMCEG2, 100 MeV cluster min energy
-               eventCutArray[ 3] = "0008511"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "10000043052030000"; mesonCutArray[3] = "01631031009000"; // EMCEG2, 300 MeV cluster min energy
-       } else if (trainConfig == 9){  // EMCAL clusters, EMCEJE triggers, track matching 0.04
-               eventCutArray[ 0] = "0009311"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "10000043022030000"; mesonCutArray[0] = "01631031009000"; // EMCEJ1, 100 MeV cluster min energy
-               eventCutArray[ 1] = "0009311"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "10000043052030000"; mesonCutArray[1] = "01631031009000"; // EMCEJ1, 300 MeV cluster min energy
-               eventCutArray[ 2] = "0009511"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "10000043022030000"; mesonCutArray[2] = "01631031009000"; // EMCEJ2, 100 MeV cluster min energy
-               eventCutArray[ 3] = "0009511"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "10000043052030000"; mesonCutArray[3] = "01631031009000"; // EMCEJ2, 300 MeV cluster min energy
-       } else if (trainConfig == 10){  // EMCAL clusters 2.76 TeV LHC11g, INT7 (0,1), kEMC7 (2,3)
-               eventCutArray[ 0] = "0000011"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "10000040022030000"; mesonCutArray[0] = "01631031009000"; // 100 MeV cluster min energy
-               eventCutArray[ 1] = "0000011"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "10000040052030000"; mesonCutArray[1] = "01631031009000"; // 300 MeV cluster min energy
-               eventCutArray[ 2] = "0005211"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "10000040022030000"; mesonCutArray[2] = "01631031009000"; // 100 MeV cluster min energy
-               eventCutArray[ 3] = "0005211"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "10000040052030000"; mesonCutArray[3] = "01631031009000"; // 300 MeV cluster min energy
-       } else if (trainConfig == 11){ // EMCAL clusters 2.76 TeV LHC11g, INT7 (0,1), kEMC7 (2,3), track matching 0.035
-               eventCutArray[ 0] = "0000011"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "10000042022030000"; mesonCutArray[0] = "01631031009000"; // 100 MeV cluster min energy
-               eventCutArray[ 1] = "0000011"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "10000042052030000"; mesonCutArray[1] = "01631031009000"; // 300 MeV cluster min energy
-               eventCutArray[ 2] = "0005211"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "10000042022030000"; mesonCutArray[2] = "01631031009000"; // 100 MeV cluster min energy
-               eventCutArray[ 3] = "0005211"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "10000042052030000"; mesonCutArray[3] = "01631031009000"; // 300 MeV cluster min energy
-       } else if (trainConfig == 12){ // EMCAL clusters 2.76 TeV LHC11g, INT7 (0,1), kEMC7 (2,3), track matching 0.04
-               eventCutArray[ 0] = "0000011"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "10000043022030000"; mesonCutArray[0] = "01631031009000"; // 100 MeV cluster min energy
-               eventCutArray[ 1] = "0000011"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "10000043052030000"; mesonCutArray[1] = "01631031009000"; // 300 MeV cluster min energy
-               eventCutArray[ 2] = "0005211"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "10000043022030000"; mesonCutArray[2] = "01631031009000"; // 100 MeV cluster min energy
-               eventCutArray[ 3] = "0005211"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "10000043052030000"; mesonCutArray[3] = "01631031009000"; // 300 MeV cluster min energy
-       } else if (trainConfig == 31) { //PHOS clusters, track matching 0.03
-               eventCutArray[ 0] = "0000311"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "20000041053200000"; mesonCutArray[0] = "01631031009000"; //pp LHC11a with SDD, PHOS
-               eventCutArray[ 1] = "0000011"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "20000041053200000"; mesonCutArray[1] = "01631031009000"; //pp LHC13g default MB
-               eventCutArray[ 2] = "0006111"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "20000041053200000"; mesonCutArray[2] = "01631031009000"; //pp LHC11a PHI1
-               eventCutArray[ 3] = "0006211"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "20000041053200000"; mesonCutArray[3] = "01631031009000"; //pp LHC11a PHI7
-       } else if (trainConfig == 32) { //PHOS clusters, track matching 0.035
-               eventCutArray[ 0] = "0000311"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "20000042053200000"; mesonCutArray[0] = "01631031009000"; //pp LHC11a with SDD, PHOS
-               eventCutArray[ 1] = "0000011"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "20000042053200000"; mesonCutArray[1] = "01631031009000"; //pp LHC13g default MB
-               eventCutArray[ 2] = "0006111"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "20000042053200000"; mesonCutArray[2] = "01631031009000"; //pp LHC11a PHI1
-               eventCutArray[ 3] = "0006211"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "20000042053200000"; mesonCutArray[3] = "01631031009000"; //pp LHC11a PHI7
-       } else if (trainConfig == 33) { //PHOS clusters, track matching 0.04
-               eventCutArray[ 0] = "0000311"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "20000043053200000"; mesonCutArray[0] = "01631031009000"; //pp LHC11a with SDD, PHOS
-               eventCutArray[ 1] = "0000011"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "20000043053200000"; mesonCutArray[1] = "01631031009000"; //pp LHC13g default MB
-               eventCutArray[ 2] = "0006111"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "20000043053200000"; mesonCutArray[2] = "01631031009000"; //pp LHC11a PHI1
-               eventCutArray[ 3] = "0006211"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "20000043053200000"; mesonCutArray[3] = "01631031009000"; //pp LHC11a PHI7
+               eventCutArray[ 0] = "0008311"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "10000042032030000"; mesonCutArray[0] = "01631031009000"; // EMCEG1, 
+               eventCutArray[ 1] = "0008511"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "10000042032030000"; mesonCutArray[1] = "01631031009000"; // EMCEG2, 
+               eventCutArray[ 2] = "0009311"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "10000042032030000"; mesonCutArray[2] = "01631031009000"; // EMCEJ1, 
+               eventCutArray[ 3] = "0009511"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "10000042032030000"; mesonCutArray[3] = "01631031009000"; // EMCEJ2, 
+               eventCutArray[ 4] = "0000011"; photonCutArray[ 4] = "002093663003800000000"; clusterCutArray[4] = "10000042032030000"; mesonCutArray[4] = "01631031009000"; // INT7
+               eventCutArray[ 5] = "0005211"; photonCutArray[ 5] = "002093663003800000000"; clusterCutArray[5] = "10000042032030000"; mesonCutArray[5] = "01631031009000"; // EMC7
+               
+       // ************************************* PHOS cuts ****************************************************
+       // LHC11a       
+       } else if (trainConfig == 31) { //PHOS clusters
+               eventCutArray[ 0] = "0000311"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "20000041033200000"; mesonCutArray[0] = "01631031009000"; 
+               eventCutArray[ 1] = "0000311"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "20000042033200000"; mesonCutArray[1] = "01631031009000"; 
+               eventCutArray[ 2] = "0000311"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "20000043033200000"; mesonCutArray[2] = "01631031009000"; 
+               eventCutArray[ 3] = "0006111"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "20000041033200000"; mesonCutArray[3] = "01631031009000"; 
+               eventCutArray[ 4] = "0006111"; photonCutArray[ 4] = "002093663003800000000"; clusterCutArray[4] = "20000042033200000"; mesonCutArray[4] = "01631031009000"; 
+               eventCutArray[ 5] = "0006111"; photonCutArray[ 5] = "002093663003800000000"; clusterCutArray[5] = "20000043033200000"; mesonCutArray[5] = "01631031009000"; 
+       // LHC13g & LHC12x
+       } else if (trainConfig == 32) { //PHOS clusters
+               eventCutArray[ 0] = "0000011"; photonCutArray[ 0] = "002093663003800000000"; clusterCutArray[0] = "20000041033200000"; mesonCutArray[0] = "01631031009000"; 
+               eventCutArray[ 1] = "0000011"; photonCutArray[ 1] = "002093663003800000000"; clusterCutArray[1] = "20000042033200000"; mesonCutArray[1] = "01631031009000"; 
+               eventCutArray[ 2] = "0000011"; photonCutArray[ 2] = "002093663003800000000"; clusterCutArray[2] = "20000043033200000"; mesonCutArray[2] = "01631031009000"; 
+               eventCutArray[ 3] = "0006211"; photonCutArray[ 3] = "002093663003800000000"; clusterCutArray[3] = "20000041033200000"; mesonCutArray[3] = "01631031009000"; 
+               eventCutArray[ 4] = "0006211"; photonCutArray[ 4] = "002093663003800000000"; clusterCutArray[4] = "20000042033200000"; mesonCutArray[4] = "01631031009000"; 
+               eventCutArray[ 5] = "0006211"; photonCutArray[ 5] = "002093663003800000000"; clusterCutArray[5] = "20000043033200000"; mesonCutArray[5] = "01631031009000"; 
        } else {
                Error(Form("GammaConvCalo_%i",trainConfig), "wrong trainConfig variable no cuts have been specified for the configuration");
                return;