VBFHWW Lepton Optimization

Useful links:

Fakes

  • Currently present Wjets mc16a:
efakes:

-361100 /bkg/$(channel)/Wjets/Nom/ev/
-361103 /bkg/$(channel)/Wjets/Nom/ev/

mufakes:

-361101 /bkg/$(channel)/Wjets/Nom/mv/
-361104 /bkg/$(channel)/Wjets/Nom/mv/

Lepton Isolation:

Running instructions:

  • Follow the README to run 36.1/fb lepton isolation scan

Minutes from https://indico.cern.ch/event/794818/

  • Slide 4: What is the selection applied? We are looking at the last BDT bin.
  • In the last BDT bin, you select already VBF like events, maybe it is not optimal to selection.
  • Suggestion: Move to a more inclusive selection, without MVA regions
  • slides20-21-22: It seems that applying a tight cut we will remove a lot of backgrounds while keeping a higher efficiency on the signal. Is it due to the missing W+jets estimation? This could indeed the be case.
  • All scan: Do you apply isolation only on leading lepton? No, at the moment no isolation is applied on leading lepton. This should most probably be revisited to have a proper ID and Anti-ID definitions.
  • Slide 11: what is 40%? Do you apply 40% only on the background, right? Yes, it is 40% of the background. Why 40%? this was a rough estimation of the fake background uncertainty. In the prompt background, we were applying ~10%. Scan using different errors were also performed.
  • Slide 36: Do you plan to check the latest CP recommendation, including PFlow-based WPs? Yes, this will be done
  • Slide 36: Can you make data/MC plot for the input variables?

Aim:

  • Add all the iso WPs
>>> t.Print("*.passIso*")
******************************************************************************
*Tree :CollectionTree: CollectionTree
*Entries : 9771 : Total = 67695978 bytes File Size = 16771411
: : Tree compression factor = 4.04 *
******************************************************************************
*Br 0 :HWWElectronsAuxDyn.passIsoFCHighPtCaloOnly : vector<char> *
*Entries : 9771 : Total Size= 149558 bytes File Size = 30449 *
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.89 *
............................................................................*
*Br 1 :HWWElectronsAuxDyn.passIsoFCLoose : vector<char> *
*Entries : 9771 : Total Size= 149240 bytes File Size = 30337
*Baskets : 15 : Basket Size= 104448 bytes Compression= 4.90 *
............................................................................*
*Br 2 :HWWElectronsAuxDyn.passIsoFCLoose_FixedRad : vector<char> *
*Entries : 9771 : Total Size= 149558 bytes File Size = 30632
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.86 *
............................................................................*
*Br 3 :HWWElectronsAuxDyn.passIsoFCTight : vector<char> *
*Entries : 9771 : Total Size= 149240 bytes File Size = 30196
*Baskets : 15 : Basket Size= 104448 bytes Compression= 4.92 *
............................................................................*
*Br 4 :HWWElectronsAuxDyn.passIsoFCTightTrackOnly_FixedRad : vector<char>
*Entries : 9771 : Total Size= 149738 bytes File Size = 30803 *
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.84 *
............................................................................*
*Br 5 :HWWElectronsAuxDyn.passIsoFCTightTrackOnly_new : vector<char> *
*Entries : 9771 : Total Size= 149638 bytes File Size = 30726
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.84 *
............................................................................*
*Br 6 :HWWElectronsAuxDyn.passIsoFCTight_FixedRad : vector<char> *
*Entries : 9771 : Total Size= 149558 bytes File Size = 30495
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.88 *
............................................................................*
*Br 7 :HWWElectronsAuxDyn.passIsoFixedCutPflowLoose : vector<char> *
*Entries : 9771 : Total Size= 149598 bytes File Size = 30699
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.85 *
............................................................................*
*Br 8 :HWWElectronsAuxDyn.passIsoFixedCutPflowTight : vector<char> *
*Entries : 9771 : Total Size= 149598 bytes File Size = 30438
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.89 *
............................................................................*
*Br 9 :HWWElectronsAuxDyn.passIsoFixedCutTrackCone40 : vector<char> *
*Entries : 9771 : Total Size= 149618 bytes File Size = 30567
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.87 *
............................................................................*
*Br 10 :HWWElectronsAuxDyn.passIsoGradient : vector<char> *
*Entries : 9771 : Total Size= 149259 bytes File Size = 30337
*Baskets : 15 : Basket Size= 104448 bytes Compression= 4.90 *
............................................................................*
*Br 11 :HWWElectronsAuxDyn.passIsoGradient_exp : vector<char> *
*Entries : 9771 : Total Size= 149478 bytes File Size = 30546
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.87 *
............................................................................*
*Br 12 :HWWMuonsAuxDyn.passIsoFCLoose : vector<char> *
*Entries : 9771 : Total Size= 149578 bytes File Size = 30976
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.81 *
............................................................................*
*Br 13 :HWWMuonsAuxDyn.passIsoFCLoose_FixedRad : vector<char> *
*Entries : 9771 : Total Size= 149758 bytes File Size = 31146
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.78 *
............................................................................*
*Br 14 :HWWMuonsAuxDyn.passIsoFCTight : vector<char> *
*Entries : 9771 : Total Size= 149578 bytes File Size = 31146
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.78 *
............................................................................*
*Br 15 :HWWMuonsAuxDyn.passIsoFCTightTrackOnly_FixedRad : vector<char> *
*Entries : 9771 : Total Size= 149938 bytes File Size = 31370
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.75 *
............................................................................*
*Br 16 :HWWMuonsAuxDyn.passIsoFCTight_FixedRad : vector<char> *
*Entries : 9771 : Total Size= 149758 bytes File Size = 31321
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.76 *
............................................................................*
*Br 17 :HWWMuonsAuxDyn.passIsoFixedCutPflowLoose : vector<char> *
*Entries : 9771 : Total Size= 149798 bytes File Size = 31178
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.78 *
............................................................................*
*Br 18 :HWWMuonsAuxDyn.passIsoFixedCutPflowTight : vector<char> *
*Entries : 9771 : Total Size= 149798 bytes File Size = 31297
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.76 *
............................................................................*
*Br 19 :HWWMuonsAuxDyn.passIsoFCTightTrackOnly : vector<char> *
*Entries : 9771 : Total Size= 149758 bytes File Size = 31260
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.77 *
............................................................................*
*Br 20 :HWWMuonsAuxDyn.passIsoFixedCutHighMuLoose : vector<char> *
*Entries : 9771 : Total Size= 149818 bytes File Size = 31190
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.78 *
............................................................................*
*Br 21 :HWWMuonsAuxDyn.passIsoFixedCutHighMuTight : vector<char> *
*Entries : 9771 : Total Size= 149818 bytes File Size = 31368
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.75 *
............................................................................*
*Br 22 :HWWMuonsAuxDyn.passIsoFixedCutHighMuTrackOnly : vector<char> *
*Entries : 9771 : Total Size= 149898 bytes File Size = 31378
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.75 *
............................................................................*
*Br 23 :HWWMuonsAuxDyn.passIsoFixedCutHighPtTrackOnly : vector<char> *
*Entries : 9771 : Total Size= 149898 bytes File Size = 31204
*Baskets : 16 : Basket Size= 104448 bytes Compression= 4.78 *
............................................................................*

  • switch off data fakes
config/master/VBF/initialize-VBF-ElIsoScan_mcFakes.cfg

  • New Iso to try
HWWElectronsAuxDyn:
4.980 kb 0.948 kb 0.003 kb 0.000 289 (B) HWWElectronsAuxDyn.passIsoFCTightTrackOnly_new #compare to FixedCutTrackCone40 #TRY NOW########
4.917 kb 0.954 kb 0.003 kb 0.000 289 (B) HWWElectronsAuxDyn.passIsoFCLoose #looking for tighter cuts
5.005 kb 0.954 kb 0.003 kb 0.000 289 (B) HWWElectronsAuxDyn.passIsoFCTightTrackOnly_FixedRad
4.961 kb 0.961 kb 0.003 kb 0.000 289 (B) HWWElectronsAuxDyn.passIsoFCHighPtCaloOnly #optimizing for low pT
4.971 kb 0.961 kb 0.003 kb 0.000 289 (B) HWWElectronsAuxDyn.passIsoFixedCutPflowLoose #PFlow at a later date
4.961 kb 0.962 kb 0.003 kb 0.000 289 (B) HWWElectronsAuxDyn.passIsoFCLoose_FixedRad #looking for tighter cuts
4.922 kb 0.963 kb 0.003 kb 0.000 289 (B) HWWElectronsAuxDyn.passIsoGradient #it is used in pT>25GeV so should be used as a reference in pT< 25GeV #TRY NOW##########
4.917 kb 0.964 kb 0.003 kb 0.000 289 (B) HWWElectronsAuxDyn.passIsoFCTight #Kathrin insisted not useful (confirm the argument later)
4.976 kb 0.966 kb 0.003 kb 0.000 289 (B) HWWElectronsAuxDyn.passIsoFixedCutTrackCone40 # R20.7 optimized WP #TRIED Already#
4.941 kb 0.967 kb 0.003 kb 0.000 289 (B) HWWElectronsAuxDyn.passIsoGradient_exp #TRY NOW##############
4.971 kb 0.971 kb 0.003 kb 0.000 289 (B) HWWElectronsAuxDyn.passIsoFixedCutPflowTight #PFLOW at a later date#
4.961 kb 0.976 kb 0.003 kb 0.000 289 (B) HWWElectronsAuxDyn.passIsoFCTight_FixedRad #same as FCTight for pT<25GeV (ROI)#
HWWMuonsAuxDyn:
4.940 kb 0.949 kb 0.003 kb 0.000 289 (B) HWWMuonsAuxDyn.passIsoFCLoose
4.994 kb 0.959 kb 0.003 kb 0.000 289 (B) HWWMuonsAuxDyn.passIsoFixedCutPflowLoose
4.984 kb 0.959 kb 0.003 kb 0.000 289 (B) HWWMuonsAuxDyn.passIsoFCLoose_FixedRad
4.984 kb 0.962 kb 0.003 kb 0.000 289 (B) HWWMuonsAuxDyn.passIsoFCTightTrackOnly #compare to FixedCutTrackCone40 #TRY NOW########
4.999 kb 0.963 kb 0.003 kb 0.000 289 (B) HWWMuonsAuxDyn.passIsoFixedCutHighMuLoose
4.940 kb 0.966 kb 0.003 kb 0.000 289 (B) HWWMuonsAuxDyn.passIsoFCTight
5.019 kb 0.966 kb 0.003 kb 0.000 289 (B) HWWMuonsAuxDyn.passIsoFixedCutHighMuTrackOnly #TRY NOW########
5.028 kb 0.969 kb 0.003 kb 0.000 289 (B) HWWMuonsAuxDyn.passIsoFCTightTrackOnly_FixedRad
4.984 kb 0.976 kb 0.003 kb 0.000 289 (B) HWWMuonsAuxDyn.passIsoFCTight_FixedRad
5.019 kb 0.979 kb 0.003 kb 0.000 289 (B) HWWMuonsAuxDyn.passIsoFixedCutHighPtTrackOnly
4.999 kb 0.980 kb 0.003 kb 0.000 289 (B) HWWMuonsAuxDyn.passIsoFixedCutHighMuTight #TRY NOW########
4.994 kb 0.995 kb 0.003 kb 0.000 289 (B) HWWMuonsAuxDyn.passIsoFixedCutPflowTight

Added in share/config/aliases/common/aliases-flat.cfg

aliases.lep0_ptvarcone20_TightTTVA_pt1000: [CPFD:Event$(cand)[0].part(0):ptvarcone20_TightTTVA_pt1000]
aliases.lep1_ptvarcone20_TightTTVA_pt1000: [CPFD:Event$(cand)[0].part(1):ptvarcone20_TightTTVA_pt1000]
aliases.lep0_ptvarcone30_TightTTVA_pt1000: [CPFD:Event$(cand)[0].part(0):ptvarcone20_TightTTVA_pt1000]
aliases.lep1_ptvarcone30_TightTTVA_pt1000: [CPFD:Event$(cand)[0].part(1):ptvarcone30_TightTTVA_pt1000]

[status: compiles for now]

>>> import ROOT

>>> f = ROOT.TFile("/eos/atlas/atlascerngroupdisk/phys-higgs/HSG3/R21/PAOD_V18/2LDF/mc/group.phys-higgs.mc16_13TeV.HWW_mc16a_HWWSignal.merge.PAOD_2L.V18.1_PAOD_2LDF/group.phys-higgs.341422.e4210_e5984_s3126_r9364_r9315_p3639.15672673.PAOD_2LDF._000005.pool.root", 'r')

>>> t = f.Get("CollectionTree")

>>> t.Print("HWWElectronsAuxDyn.*cone*")

*****************************************************************************
*Tree :CollectionTree: CollectionTree
*Entries : 7014 : Total = 79354710 bytes File Size = 24426391 *
: : Tree compression factor = 3.24 *
******************************************************************************
*Br 0 :HWWElectronsAuxDyn.ptvarcone20 : vector<float> *
*Entries : 7014 : Total Size= 128199 bytes File Size = 22470 *
*Baskets : 10 : Basket Size= 64512 bytes Compression= 5.68 *
............................................................................*
*Br 1 :HWWElectronsAuxDyn.ptvarcone40 : vector<float> *
*Entries : 7014 : Total Size= 128199 bytes File Size = 25023
*Baskets : 10 : Basket Size= 64512 bytes Compression= 5.10 *
............................................................................*
*Br 2 :HWWElectronsAuxDyn.topoetcone20 : vector<float> *
*Entries : 7014 : Total Size= 128213 bytes File Size = 53872
*Baskets : 10 : Basket Size= 64512 bytes Compression= 2.37 *
............................................................................*
*Br 3 :HWWElectronsAuxDyn.topoetcone40 : vector<float> *
*Entries : 7014 : Total Size= 128213 bytes File Size = 53809
*Baskets : 10 : Basket Size= 64512 bytes Compression= 2.37 *
............................................................................*

Update:

just backed up the loosened Iso for ID leptons as:

cp LeptonIDHelper.py LeptonIDHelper.py.loosenID

TODO: need to put a switch between this loosened config and gradIso in LeptonIDHelper.py

Some useful links

-- SouravSen - 2019-01-09

 4.922 kb        0.926 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.isLHLooseBLayer
       4.912 kb        0.927 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.isLHVeryLoose
       4.916 kb        0.927 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.IsBadMuon
       4.911 kb        0.928 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.overlaps
       4.931 kb        0.930 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.PassesIDCuts
       4.976 kb        0.932 kb        0.003 kb        0.000      289  (B) GSFTrackParticlesAuxDyn.numberOfPixelOutliers
       4.893 kb        0.934 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.trigMatch_HLT_e17_lhloose_nod0_mu14
       4.889 kb        0.936 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.trigMatch_HLT_e7_lhmedium_mu24
       4.893 kb        0.936 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.trigMatch_HLT_e7_lhmedium_nod0_mu24
       4.966 kb        0.937 kb        0.003 kb        0.000      289  (B) GSFTrackParticlesAuxDyn.numberOfSCTOutliers
       4.966 kb        0.937 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.trigMatch_HLT_e300_etcut
       4.868 kb        0.937 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.trigMatch_HLT_e17_lhloose_mu14
       4.951 kb        0.938 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.passBLayerRequirement
       4.868 kb        0.938 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.trigMatch_HLT_e7_lhmedium_mu24
       4.889 kb        0.940 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.trigMatch_HLT_e17_lhloose_mu14
      12.312 kb        0.941 kb        0.003 kb        0.000      289  (B) MET_TruthAuxDyn.name
       4.913 kb        0.944 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.trigMatch_HLT_e7_lhmedium_nod0_mu24
       4.980 kb        0.945 kb        0.003 kb        0.000      289  (B) GSFTrackParticlesAuxDyn.numberOfSCTDeadSensors
       4.913 kb        0.945 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.trigMatch_HLT_e17_lhloose_nod0_mu14
       5.010 kb        0.946 kb        0.003 kb        0.000      289  (B) GSFTrackParticlesAuxDyn.expectInnermostPixelLayerHit
       4.956 kb        0.947 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.DFCommonElectronsECIDS
       4.980 kb        0.948 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.passIsoFCTightTrackOnly_new
       4.940 kb        0.949 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.passIsoFCLoose
       5.218 kb        0.951 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.muonType
       5.208 kb        0.952 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.author
       5.044 kb        0.953 kb        0.003 kb        0.000      289  (B) GSFTrackParticlesAuxDyn.numberOfInnermostPixelLayerOutliers
       5.020 kb        0.953 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.trigMatch_HLT_e24_lhmedium_L1EM18VH
       5.044 kb        0.953 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.trigMatch_HLT_e24_lhtight_nod0_ivarloose
       4.917 kb        0.954 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.passIsoFCLoose
       5.005 kb        0.954 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.passIsoFCTightTrackOnly_FixedRad
       4.976 kb        0.954 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.trigMatch_HLT_e120_lhloose
       4.971 kb        0.958 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.trigMatch_HLT_e7_lhmedium
       4.994 kb        0.959 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.passIsoFixedCutPflowLoose
       4.984 kb        0.959 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.passIsoFCLoose_FixedRad
       5.073 kb        0.960 kb        0.003 kb        0.000      289  (B) GSFTrackParticlesAuxDyn.numberOfNextToInnermostPixelLayerOutliers
       4.961 kb        0.961 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.passIsoFCHighPtCaloOnly
       4.971 kb        0.961 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.passIsoFixedCutPflowLoose
       4.893 kb        0.962 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.isLHTight
       4.961 kb        0.962 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.passIsoFCLoose_FixedRad
       4.984 kb        0.962 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.passIsoFCTightTrackOnly
       4.922 kb        0.963 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.passIsoGradient
       4.999 kb        0.963 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.passIsoFixedCutHighMuLoose
       4.917 kb        0.964 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.passIsoFCTight
       5.000 kb        0.964 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.trigMatch_HLT_e140_lhloose_nod0
       4.976 kb        0.966 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.passIsoFixedCutTrackCone40
       4.995 kb        0.966 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.trigMatch_HLT_e7_lhmedium_nod0
       4.940 kb        0.966 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.passIsoFCTight
       5.019 kb        0.966 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.passIsoFixedCutHighMuTrackOnly
       4.941 kb        0.967 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.passIsoGradient_exp
       5.039 kb        0.969 kb        0.003 kb        0.000      289  (B) GSFTrackParticlesAuxDyn.expectNextToInnermostPixelLayerHit
       4.971 kb        0.969 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.trigMatch_HLT_e17_lhloose
       5.028 kb        0.969 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.passIsoFCTightTrackOnly_FixedRad
       4.971 kb        0.971 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.passIsoFixedCutPflowTight
       4.995 kb        0.974 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.trigMatch_HLT_e17_lhloose_nod0
       4.961 kb        0.976 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.passIsoFCTight_FixedRad
       4.984 kb        0.976 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.passIsoFCTight_FixedRad
       5.142 kb        0.977 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.author
       5.019 kb        0.979 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.passIsoFixedCutHighPtTrackOnly
      13.735 kb        0.979 kb        0.003 kb        0.000      289  (B) MET_TruthAuxDyn.source
       4.999 kb        0.980 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.passIsoFixedCutHighMuTight
       4.976 kb        0.981 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.trigMatch_HLT_e60_lhmedium
       5.816 kb        0.981 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.z0err
       5.185 kb        0.982 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.trigMatch_HLT_mu50_0eta105_msonlyHLT_mu26_ivarmedium_OR_HLT_mu50
       4.990 kb        0.985 kb        0.003 kb        0.000      289  (B) GSFTrackParticlesAuxDyn.numberOfPixelDeadSensors
       5.024 kb        0.987 kb        0.003 kb        0.000      289  (B) GSFTrackParticlesAuxDyn.numberOfInnermostPixelLayerHits
       5.645 kb        0.988 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.m
       5.674 kb        0.992 kb        0.003 kb        0.000      289  (B) GSFTrackParticlesAuxDyn.vz
       5.000 kb        0.994 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.trigMatch_HLT_e60_lhmedium_nod0
       4.994 kb        0.995 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.passIsoFixedCutPflowTight
       5.020 kb        0.997 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.trigMatch_HLT_e24_lhmedium_L1EM20VH
       5.855 kb        0.997 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.effiSFBadMuon
       4.950 kb        1.002 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.PassesHighPtCuts
       5.708 kb        1.003 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.AmbiguityLoose
       5.531 kb        1.006 kb        0.003 kb        0.000      289  (B) EventEEAuxDyn.otherPartLinks
       5.836 kb        1.007 kb        0.003 kb        0.000      289  (B) HWWMuonsAuxDyn.truthType
       5.708 kb        1.008 kb        0.003 kb        0.000      289  (B) HWWElectronsAuxDyn.AmbiguityTight
       5.851 kb        1.013 kb        0.004 kb        0.000      289  (B) HWWMuonsAuxDyn.hwwTruthType
       5.054 kb        1.015 kb        0.004 kb        0.000      289  (B) GSFTrackParticlesAuxDyn.numberOfNextToInnermostPixelLayerHits
       5.826 kb        1.016 kb        0.004 kb        0.000      289  (B) HWWMuonsAuxDyn.Quality
       5.846 kb        1.018 kb        0.004 kb        0.000      289  (B) HWWMuonsAuxDyn.truthOrigin
       5.841 kb        1.019 kb        0.004 kb        0.000      289  (B) HWWMuonsAuxDyn.flavourTag
       5.860 kb        1.019 kb        0.004 kb        0.000      289  (B) HWWMuonsAuxDyn.hwwTruthOrigin
       5.684 kb        1.020 kb        0.004 kb        0.000      289  (B) HWWElectronsAuxDyn.truthType
       5.033 kb        1.021 kb        0.004 kb        0.000      289  (B) HWWMuonsAuxDyn.trigMatch_HLT_mu60_0eta105_msonly
       5.028 kb        1.023 kb        0.004 kb        0.000      289  (B) HWWMuonsAuxDyn.trigMatch_HLT_mu20_iloose_L1MU15
       5.693 kb        1.027 kb        0.004 kb        0.000      289  (B) HWWElectronsAuxDyn.truthOrigin
       5.747 kb        1.028 kb        0.004 kb        0.000      289  (B) HWWElectronsAuxDyn.firstEgMotherTruthType
       5.014 kb        1.028 kb        0.004 kb        0.000      289  (B) HWWMuonsAuxDyn.trigMatch_HLT_mu26_ivarmedium
       6.293 kb        1.029 kb        0.004 kb        0.000      289  (B) BTagging_AntiKt4EMTopo
       5.014 kb        1.029 kb        0.004 kb        0.000      289  (B) HWWMuonsAuxDyn.trigMatch_HLT_mu24_ivarmedium
       5.044 kb        1.030 kb        0.004 kb        0.000      289  (B) HWWElectronsAuxDyn.trigMatch_HLT_e26_lhtight_nod0_ivarloose
       4.999 kb        1.031 kb        0.004 kb        0.000      289  (B) HWWMuonsAuxDyn.trigMatch_HLT_mu24_imedium
       5.757 kb        1.032 kb        0.004 kb        0.000      289  (B) HWWElectronsAuxDyn.firstEgMotherTruthOrigin
       4.960 kb        1.032 kb        0.004 kb        0.000      289  (B) HWWMuonsAuxDyn.trigMatch_HLT_mu50
       1.831 kb        1.033 kb        0.004 kb        0.000      289  (B) EventInfoAuxDyn.weight_NNPDF30_nlo_as_0118_97
       5.044 kb        1.034 kb        0.004 kb        0.000      289  (B) HWWElectronsAuxDyn.trigMatch_HLT_e28_lhtight_nod0_ivarloose
       1.831 kb        1.037 kb        0.004 kb        0.000      289  (B) EventInfoAuxDyn.weight_NNPDF30_nlo_as_0118_79
       4.999 kb        1.038 kb        0.004 kb        0.000      289  (B) HWWMuonsAuxDyn.trigMatch_HLT_mu26_imedium
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Topic revision: r16 - 2019-03-09 - SouravSen
 
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