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peller |
1.1 |
[Directories]
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Wdir: /Users/peller/Hbb
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plotpath: /Users/peller/Hbb/Stacks/
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limits: /Users/peller/Hbb/Limits/
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#Plotting:
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[Plot]
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Hpt: H.pt,Higgs_pt,Higgs pt,20,100,400,Higgs_pt.png,noCut,noCut
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Vpt: V.pt,Vector_pt,Vector pt,20,100,400,Vector_pt.png,noCut,noCut
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CC5050_pt100_ZH115: nov10_diJet_CC5050_MVAcut_pt100_ZH115.nominal,CC5050_pt100_ZH115,BDT output,20,-1,1,CC5050_pt100_ZH115.png,noCut,noCut
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CC5050_pt50_ZH115: nov10_diJet_CC5050_MVAcut_pt50_ZH115.nominal,CC5050_pt50_ZH115,BDT output,20,-1,1,CC5050_pt50_ZH115.png,noCut,noCut
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MM5050_pt100_ZH115: nov10_diJet_MM5050_MVAcut_pt100_ZH115.nominal,MM5050_pt100_ZH115,BDT output,20,-1,1,MM5050_pt100_ZH115.png,noCut,noCut
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MM5050_pt50_ZH115: nov10_diJet_MM5050_MVAcut_pt50_ZH115.nominal,MM5050_pt50_ZH115,BDT output,20,-1,1,MM5050_pt50_ZH115.png,noCut,noCut
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MMCC_pt100_ZH115: nov10_diJet_MMCC_MVAcut_pt100_ZH115.nominal,MMCC_pt100_ZH115,BDT output,20,-1,1,MMCC_pt100_ZH115.png,noCut,noCut
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MMCC_pt50_ZH115: nov10_diJet_MMCC_MVAcut_pt50_ZH115.nominal,MMCC_pt50_ZH115,BDT output,20,-1,1,MMCC_pt50_ZH115.png,noCut,noCut
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CCMM_pt100_ZH115: nov10_diJet_CCMM_MVAcut_pt100_ZH115.nominal,CCMM_pt100_ZH115,BDT output,20,-1,1,CCMM_pt100_ZH115.png,noCut,noCut
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CCMM_pt50_ZH115: nov10_diJet_CCMM_MVAcut_pt50_ZH115.nominal,BDT,BDT output,20,-1,1,CCMM_pt50_ZH115.png,noCut,noCut
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#MVAZZBb: nov10_diJet_btags_MVAcut_ZZb.nominal,BDT,BDT output,20,-1,1,nov10_diJet_btags_MVAcut_ZZb.png
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ZZbb_tight: nov10_diJet_ZZbb_tight.nominal,BDT,BDT output,20,-1,1,ZZbb_tight.png,noCut,blind
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ZZbb_tight_CC: nov10_diJet_ZZbb_tight.nominal,BDT,BDT output,20,-1,1,ZZbb_tight_CC.png,CC,blind
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ZZbb_tight_MM: nov10_diJet_ZZbb_tight.nominal,BDT,BDT output,20,-1,1,ZZbb_tight_MM.png,MM,blind
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ZZbb_loose: nov10_diJet_ZZbb_loose.nominal,BDT,BDT output,20,-1,1,ZZbb_loose.png,noCut,blind
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ZZbb_loose_CC: nov10_diJet_ZZbb_loose.nominal,BDT,BDT output,20,-1,1,ZZbb_loose_CC.png,CC,blind
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ZZbb_loose_MM: nov10_diJet_ZZbb_loose.nominal,BDT,BDT output,20,-1,1,ZZbb_loose_MM.png,MM,blind
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logy: 1
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setup: DY jets udscg,DY jets b,TT-bar,WW/WZ/ZZ,Single top,Hbb 115
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#setup: DY jets b,DY jets udscg,TT-bar,Single top,Hbb 115,WW/WZ/ZZ
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[Compare]
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cutA: EE
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cutB: MM
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Hmass: H.mass,H_mass,Higgs mass,20,0,250,Higgs_mass_compare.png,noCut
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Hpt: H.pt,Higgs_pt,Higgs pt,20,100,400,Higgs_pt_compare.png,noCut
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Vpt: V.pt,Vector_pt,Vector pt,20,100,400,Vector_pt_compare.png,noCut
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HVdPhi: HVdPhi,HVdPhi,Higgs Vector delta phi,20,0,3.2,HVdPhi_compare.png,noCut
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Vmass: V.mass,Vmass,Vectro mass,20,75,105,Vector_mass_compare.png,noCut
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HdR: H.dR,Higgs_dR,Higgs delta R,20,0,4,Higgs_dR_compare.png,noCut
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csv0: hJet_csv[0],hJet_csv0,CSV of hJet[0],20,0.2,1,csv0_compare.png,noCut
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csv1: hJet_csv[1],hJet_csv1,CSV of hJet[1],20,0.2,1,csv1_compare.png,noCut
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AK7: deltaPullAngleAK7,deltaPullAngleAK7,deltaPullAngleAK7,20,-3.5,3.5,deltaPullAngleAK7_compare.png,noCut
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Sum: Sum$(aJet_pt>20.&abs(aJet_eta)<2.4),Sum,Sum$(aJet_pt>20.&abs(aJet_eta)<2.4),6,0,6,Sum_compare.png,noCut
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BKG: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
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SIG: ZH115
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Nominal: H.mass H.pt HVdPhi V.mass V.pt H.dR hJet_csv[0] hJet_csv[1] deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
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[FoM]
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CC5050_pt100_ZH115: nov10_diJet_CC5050_MVAcut_pt100_ZH115.nominal,FoM_CC5050_pt100_ZH115,Figure of Merit,100,-1,1,FoM_CC5050_pt100_ZH115.png,noCut,noCut
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MMCC5050_pt100_ZH115: nov10_diJet_MMCC5050_MVAcut_pt100_ZH115.nominal,FoM_MMCC5050_pt100_ZH115,Figure of Merit,100,-1,1,FoM_MMCC5050_pt100_ZH115.png,noCut,noCut
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ZZbb_tight: nov10_diJet_ZZbb_tight.nominal,FoM,Figure of Merit for ZZbb tight,20,-1,1,FoM_ZZbb_tight.png,noCut
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ZZbb_tight_CC: nov10_diJet_ZZbb_tight.nominal,FoM,Figure of Merit for ZZbb tight,20,-1,1,FoM_ZZbb_tight_CC.png,CC
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ZZbb_tight_MM: nov10_diJet_ZZbb_tight.nominal,FoM,Figure of Merit for ZZbb tight,20,-1,1,FoM_ZZbb_tight_MM.png,MM
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ZZbb_loose: nov10_diJet_ZZbb_loose.nominal,FoM,Figure of Merit for ZZbb loose,20,-1,1,FoM_ZZbb_loose.png,noCut
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ZZbb_loose_CC: nov10_diJet_ZZbb_loose.nominal,FoM,Figure of Merit for ZZbb loose,20,-1,1,FoM_ZZbb_loose_CC.png,CC
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ZZbb_loose_MM: nov10_diJet_ZZbb_loose.nominal,FoM,Figure of Merit for ZZbb loose,20,-1,1,FoM_ZZbb_loose_MM.png,MM
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# Zee Zmm Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZ ZZb ZZudscg TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW ZH110 ZH115 ZH120 ZH125 ZH130 ZH135
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#BKG: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
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#SIG: ZZ
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BKG: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
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SIG: ZH115
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[Limit]
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CC5050_pt100_ZH115: nov10_diJet_CC5050_MVAcut_pt100_ZH115.nominal,limit,BDT output,20,-1,1,CC50CC50limittest,noCut,noCut
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MMCC5050_pt100_ZH115: nov10_diJet_MMCC5050_MVAcut_pt100_ZH115.nominal,limit,BDT output,20,-1,1,MM50CC50limittest,noCut,noCut
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BBCC5050_pt100_ZH115: nov10_diJet_BBCC5050_MVAcut_pt100_ZH115.nominal,limit,BDT output,20,-1,1,BB50CC50limittest,noCut,noCut
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BBMM5050_pt100_ZH115: nov10_diJet_BBMM5050_MVAcut_pt100_ZH115.nominal,limit,BDT output,20,-1,1,BB50MM50limittest,noCut,noCut
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MM5050_pt100_ZH115: nov10_diJet_MM5050_MVAcut_pt100_ZH115.nominal,limit,BDT output,20,-1,1,MM50MM50limittest,noCut,noCut
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MMCC_pt100_ZH115: nov10_diJet_MMCC_MVAcut_pt100_ZH115.nominal,limit,BDT output,20,-1,1,MMCClimittest,noCut,noCut
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##############################################################################################
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# MVA definitions
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[factory]
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factoryname: MVA
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factorysettings: !V:!Silent:Color:DrawProgressBar:AnalysisType=Classification
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#:Transformations=I;D;P;G,D
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#######################
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# Hbb:
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[MVALists]
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ZH115: CC5050_pt100_ZH115,CC5050_pt50_ZH115,MM5050_pt100_ZH115,MM5050_pt50_ZH115,MMCC_pt100_ZH115,MMCC_pt50_ZH115,CCMM_pt100_ZH115,CCMM_pt50_ZH115
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##################
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# ZH115 #
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##################
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#
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# CC pt100
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#
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[CC5050_pt100_ZH115]
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MVAtype: BDT
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MVAname: nov10_diJet_CC5050_MVAcut_pt100_ZH115
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MVAsettings: !H:!V:VarTransform=G_AllClasses:NTrees=180:nEventsMin=200:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.06:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
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Tpath: /scratch/nov10_inclusive/Z/sys/CC/train/MVAcut
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Epath: /scratch/nov10_inclusive/Z/sys/CC/test/MVAcut
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signals: ZH115
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backgrounds: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
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treeVarSet: treeVars
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#
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# CC pt50
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#
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[CC5050_pt50_ZH115]
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MVAtype: BDT
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MVAname: nov10_diJet_CC5050_MVAcut_pt50_ZH115
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MVAsettings: !H:!V:VarTransform=G_AllClasses:NTrees=180:nEventsMin=400:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.05:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
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Tpath: /scratch/nov10_inclusive/Z/sys/CC/train/MVAcut50
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Epath: /scratch/nov10_inclusive/Z/sys/CC/test/MVAcut50
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signals: ZH115
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backgrounds: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
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treeVarSet: treeVars
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#
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# MM pt100
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#
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[MM5050_pt100_ZH115]
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MVAtype: BDT
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MVAname: nov10_diJet_MM5050_MVAcut_pt100_ZH115
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MVAsettings: !H:!V:NTrees=180:nEventsMin=200:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.06:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
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Tpath: /scratch/nov10_inclusive/Z/sys/MM/train/MVAcut
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Epath: /scratch/nov10_inclusive/Z/sys/MM/test/MVAcut
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signals: ZH115
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backgrounds: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
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treeVarSet: treeVars
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#
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# MM pt50
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| 186 |
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#
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| 187 |
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[MM5050_pt50_ZH115]
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MVAtype: BDT
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MVAname: nov10_diJet_MM5050_MVAcut_pt50_ZH115
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MVAsettings: !H:!V:NTrees=180:nEventsMin=400:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.05:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
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Tpath: /scratch/nov10_inclusive/Z/sys/MM/train/MVAcut50
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Epath: /scratch/nov10_inclusive/Z/sys/MM/test/MVAcut50
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signals: ZH115
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backgrounds: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
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| 195 |
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treeVarSet: treeVars
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#
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# MMCC pt100
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| 198 |
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#
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[MMCC_pt100_ZH115]
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MVAtype: BDT
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| 201 |
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MVAname: nov10_diJet_MMCC_MVAcut_pt100_ZH115
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MVAsettings: !H:!V:VarTransform=G_AllClasses:NTrees=270:nEventsMin=350:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.08:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
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| 203 |
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Tpath: /scratch/nov10_inclusive/Z/sys/MM/MVAcut
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Epath: /scratch/nov10_inclusive/Z/sys/CC/MVAcut
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signals: ZH115
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backgrounds: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
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| 207 |
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treeVarSet: treeVars
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#
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# MMCC pt50
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#
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| 211 |
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[MMCC_pt50_ZH115]
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MVAtype: BDT
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MVAname: nov10_diJet_MMCC_MVAcut_pt50_ZH115
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MVAsettings: !H:!V:NTrees=300:nEventsMin=500:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.07:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
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Tpath: /scratch/nov10_inclusive/Z/sys/MM/MVAcut50
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Epath: /scratch/nov10_inclusive/Z/sys/CC/MVAcut50
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signals: ZH115
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backgrounds: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
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treeVarSet: treeVars
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#
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# CCMM pt100
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#
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[CCMM_pt100_ZH115]
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MVAtype: BDT
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MVAname: nov10_diJet_CCMM_MVAcut_pt100_ZH115
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MVAsettings: !H:!V:VarTransform=G_AllClasses:NTrees=300:nEventsMin=300:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.1:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
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| 227 |
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Tpath: /scratch/nov10_inclusive/Z/sys/CC/MVAcut
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| 228 |
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Epath: /scratch/nov10_inclusive/Z/sys/MM/MVAcut
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signals: ZH115
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backgrounds: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
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treeVarSet: treeVars
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| 232 |
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#
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| 233 |
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# CCMM pt50
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| 234 |
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#
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| 235 |
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[CCMM_pt50_ZH115]
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MVAtype: BDT
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| 237 |
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MVAname: nov10_diJet_CCMM_MVAcut_pt50_ZH115
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MVAsettings: !H:!V:NTrees=300:nEventsMin=500:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.06:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
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| 239 |
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Tpath: /scratch/nov10_inclusive/Z/sys/CC/MVAcut50
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Epath: /scratch/nov10_inclusive/Z/sys/MM/MVAcut50
|
| 241 |
|
|
signals: ZH115
|
| 242 |
|
|
backgrounds: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
|
| 243 |
|
|
treeVarSet: treeVars
|
| 244 |
|
|
#
|
| 245 |
|
|
|
| 246 |
|
|
|
| 247 |
|
|
|
| 248 |
|
|
|
| 249 |
|
|
|
| 250 |
|
|
#VERGLEICH:
|
| 251 |
|
|
# MMCC pt100
|
| 252 |
|
|
#
|
| 253 |
|
|
[MMCC5050_pt100_ZH115]
|
| 254 |
|
|
MVAtype: BDT
|
| 255 |
|
|
MVAname: nov10_diJet_MMCC5050_MVAcut_pt100_ZH115
|
| 256 |
|
|
MVAsettings: !H:!V:VarTransform=G_AllClasses:NTrees=180:nEventsMin=200:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.06:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
|
| 257 |
|
|
Tpath: /scratch/nov10_inclusive/Z/sys/MM/train/MVAcut
|
| 258 |
|
|
Epath: /scratch/nov10_inclusive/Z/sys/CC/test/MVAcut
|
| 259 |
|
|
signals: ZH115
|
| 260 |
|
|
backgrounds: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
|
| 261 |
|
|
treeVarSet: treeVars
|
| 262 |
|
|
|
| 263 |
|
|
[BBCC5050_pt100_ZH115]
|
| 264 |
|
|
MVAtype: BDT
|
| 265 |
|
|
MVAname: nov10_diJet_BBCC5050_MVAcut_pt100_ZH115
|
| 266 |
|
|
MVAsettings: !H:!V:VarTransform=G_AllClasses:NTrees=300:nEventsMin=300:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.08:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
|
| 267 |
|
|
Tpath: /scratch/nov10_inclusive/Z/sys/train/MVAcut
|
| 268 |
|
|
Epath: /scratch/nov10_inclusive/Z/sys/test/MVAcut
|
| 269 |
|
|
signals: ZH115
|
| 270 |
|
|
backgrounds: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
|
| 271 |
|
|
treeVarSet: treeVars
|
| 272 |
|
|
|
| 273 |
|
|
[BBMM5050_pt100_ZH115]
|
| 274 |
|
|
MVAtype: BDT
|
| 275 |
|
|
MVAname: nov10_diJet_BBMM5050_MVAcut_pt100_ZH115
|
| 276 |
|
|
MVAsettings: !H:!V:VarTransform=G_AllClasses:NTrees=300:nEventsMin=300:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.08:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
|
| 277 |
|
|
Tpath: /scratch/nov10_inclusive/Z/sys/train/MVAcut
|
| 278 |
|
|
Epath: /scratch/nov10_inclusive/Z/sys/test/MVAcut
|
| 279 |
|
|
signals: ZH115
|
| 280 |
|
|
backgrounds: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
|
| 281 |
|
|
treeVarSet: treeVars
|
| 282 |
|
|
|
| 283 |
|
|
|
| 284 |
|
|
|
| 285 |
|
|
|
| 286 |
|
|
|
| 287 |
|
|
|
| 288 |
|
|
|
| 289 |
|
|
|
| 290 |
|
|
##################
|
| 291 |
|
|
|
| 292 |
|
|
|
| 293 |
|
|
|
| 294 |
|
|
|
| 295 |
|
|
|
| 296 |
|
|
|
| 297 |
|
|
|
| 298 |
|
|
|
| 299 |
|
|
|
| 300 |
|
|
|
| 301 |
|
|
|
| 302 |
|
|
|
| 303 |
|
|
|
| 304 |
|
|
#######################
|
| 305 |
|
|
# Zbb:
|
| 306 |
|
|
|
| 307 |
|
|
[ZZbb_loose]
|
| 308 |
|
|
MVAtype: BDT
|
| 309 |
|
|
MVAname: nov10_diJet_ZZbb_loose
|
| 310 |
|
|
MVAsettings: !H:!V:NTrees=400:nEventsMin=250:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.12:SeparationType=GiniIndex:nCuts=25:PruneMethod=NoPruning
|
| 311 |
|
|
Tpath: /scratch/nov10_inclusive/Z/sys/btags/loose/train
|
| 312 |
|
|
Epath: /scratch/nov10_inclusive/Z/sys/btags/loose/test
|
| 313 |
|
|
signals: ZZb
|
| 314 |
|
|
backgrounds: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZudscg TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
|
| 315 |
|
|
treeVarSet: treeVars
|
| 316 |
|
|
|
| 317 |
|
|
[ZZbb_tight]
|
| 318 |
|
|
MVAtype: BDT
|
| 319 |
|
|
MVAname: nov10_diJet_ZZbb_tight
|
| 320 |
|
|
MVAsettings: !H:!V:VarTransform=G_AllClasses:NTrees=320:nEventsMin=300:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.11:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
|
| 321 |
|
|
#MVAsettings: !H:!V:VarTransform=G_AllClasses:NTrees=800:nEventsMin=300:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.2:SeparationType=GiniIndex:nCuts=25:PruneMethod=NoPruning
|
| 322 |
|
|
Tpath: /scratch/nov10_inclusive/Z/sys/btags/tight/train
|
| 323 |
|
|
Epath: /scratch/nov10_inclusive/Z/sys/btags/tight/test
|
| 324 |
|
|
signals: ZZ
|
| 325 |
|
|
backgrounds: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
|
| 326 |
|
|
treeVarSet: treeVarswocsv
|
| 327 |
|
|
|
| 328 |
|
|
[Zbb_vs_ZZb]
|
| 329 |
|
|
MVAtype: BDT
|
| 330 |
|
|
MVAname: nov10_diJet_Zbb_vs_ZZb
|
| 331 |
|
|
MVAsettings: !H:!V:VarTransform=G_AllClasses:NTrees=250:nEventsMin=250:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.08:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
|
| 332 |
|
|
Tpath: /scratch/nov10_inclusive/Z/sys/btags/tight/train
|
| 333 |
|
|
Epath: /scratch/nov10_inclusive/Z/sys/btags/tight/test
|
| 334 |
|
|
signals: ZZ
|
| 335 |
|
|
backgrounds: Zbb Zbb_pt100
|
| 336 |
|
|
treeVarSet: treeVars
|
| 337 |
|
|
|
| 338 |
|
|
[btags_ZZb]
|
| 339 |
|
|
MVAtype: BDT
|
| 340 |
|
|
MVAname: nov10_diJet_btags_ZZb
|
| 341 |
|
|
MVAsettings: !H:!V:NTrees=250:nEventsMin=200:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.08:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
|
| 342 |
|
|
Tpath: /scratch/nov10_inclusive/Z/sys/btags/train
|
| 343 |
|
|
Epath: /scratch/nov10_inclusive/Z/sys/btags/test
|
| 344 |
|
|
signals: ZZb
|
| 345 |
|
|
backgrounds: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZudscg TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
|
| 346 |
|
|
treeVarSet: treeVarsZZb
|
| 347 |
|
|
|
| 348 |
|
|
[btags_MVAcut_ZZb]
|
| 349 |
|
|
MVAtype: BDT
|
| 350 |
|
|
MVAname: nov10_diJet_btags_ZZb
|
| 351 |
|
|
MVAsettings: !H:!V:NTrees=800:nEventsMin=500:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.06:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
|
| 352 |
|
|
Tpath: /scratch/nov10_inclusive/Z/sys/btags/train/MVAZZbcut
|
| 353 |
|
|
Epath: /scratch/nov10_inclusive/Z/sys/btags/test/MVAZZbcut
|
| 354 |
|
|
signals: ZZb
|
| 355 |
|
|
backgrounds: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZudscg TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
|
| 356 |
|
|
treeVarSet: treeVarsZZb
|
| 357 |
|
|
|
| 358 |
|
|
|
| 359 |
|
|
##############################################################################################
|
| 360 |
|
|
# SYSTEMATICS:
|
| 361 |
|
|
|
| 362 |
|
|
[systematics]
|
| 363 |
|
|
systematics: Nominal JER_up JER_down JES_up JES_down beff_up beff_down bmis_up bmis_down
|
| 364 |
|
|
|
| 365 |
|
|
[treeVars]
|
| 366 |
|
|
Nominal: H.mass H.pt HVdPhi V.mass V.pt H.dR hJet_csv[0] hJet_csv[1] deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 367 |
|
|
JER_up: H_JER.mass_up H_JER.pt_up HVdPhi V.mass V.pt H.dR hJet_csv[0] hJet_csv[1] deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 368 |
|
|
JER_down: H_JER.mass_down H_JER.pt_down HVdPhi V.mass V.pt H.dR hJet_csv[0] hJet_csv[1] deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 369 |
|
|
JES_up: H_JES.mass_up H_JES.pt_up HVdPhi V.mass V.pt H.dR hJet_csv[0] hJet_csv[1] deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 370 |
|
|
JES_down: H_JES.mass_down H_JES.pt_down HVdPhi V.mass V.pt H.dR hJet_csv[0] hJet_csv[1] deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 371 |
|
|
beff_up: H.mass H.pt HVdPhi V.mass V.pt H.dR hJet_csvUp[0] hJet_csvUp[1] deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 372 |
|
|
beff_down: H.mass H.pt HVdPhi V.mass V.pt H.dR hJet_csvDown[0] hJet_csvDown[1] deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 373 |
|
|
bmis_up: H.mass H.pt HVdPhi V.mass V.pt H.dR hJet_csvFUp[0] hJet_csvFUp[1] deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 374 |
|
|
bmis_down: H.mass H.pt HVdPhi V.mass V.pt H.dR hJet_csvFDown[0] hJet_csvFDown[1] deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 375 |
|
|
spectators: naJets
|
| 376 |
|
|
|
| 377 |
|
|
[treeVarswocsv]
|
| 378 |
|
|
Nominal: H.mass H.pt HVdPhi V.mass V.pt H.dR deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 379 |
|
|
JER_up: H_JER.mass_up H_JER.pt_up HVdPhi V.mass V.pt H.dR deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 380 |
|
|
JER_down: H_JER.mass_down H_JER.pt_down HVdPhi V.mass V.pt H.dR deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 381 |
|
|
JES_up: H_JES.mass_up H_JES.pt_up HVdPhi V.mass V.pt H.dR deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 382 |
|
|
JES_down: H_JES.mass_down H_JES.pt_down HVdPhi V.mass V.pt H.dR deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 383 |
|
|
beff_up: H.mass H.pt HVdPhi V.mass V.pt H.dR deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 384 |
|
|
beff_down: H.mass H.pt HVdPhi V.mass V.pt H.dR deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 385 |
|
|
bmis_up: H.mass H.pt HVdPhi V.mass V.pt H.dR deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 386 |
|
|
bmis_down: H.mass H.pt HVdPhi V.mass V.pt H.dR deltaPullAngleAK7 Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 387 |
|
|
spectators: naJets
|
| 388 |
|
|
|
| 389 |
|
|
|
| 390 |
|
|
[treeVarsZZb]
|
| 391 |
|
|
Nominal: H.mass H.pt HVdPhi V.mass V.pt H.dR hJet_csv[0] hJet_csv[1] MET.et Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 392 |
|
|
JER_up: H_JER.mass_up H_JER.pt_up HVdPhi V.mass V.pt H.dR hJet_csv[0] hJet_csv[1] MET.et Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 393 |
|
|
JER_down: H_JER.mass_down H_JER.pt_down HVdPhi V.mass V.pt H.dR hJet_csv[0] hJet_csv[1] MET.et Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 394 |
|
|
JES_up: H_JES.mass_up H_JES.pt_up HVdPhi V.mass V.pt H.dR hJet_csv[0] hJet_csv[1] MET.et Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 395 |
|
|
JES_down: H_JES.mass_down H_JES.pt_down HVdPhi V.mass V.pt H.dR hJet_csv[0] hJet_csv[1] MET.et Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 396 |
|
|
beff_up: H.mass H.pt HVdPhi V.mass V.pt H.dR hJet_csvUp[0] hJet_csvUp[1] MET.et Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 397 |
|
|
beff_down: H.mass H.pt HVdPhi V.mass V.pt H.dR hJet_csvDown[0] hJet_csvDown[1] MET.et Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 398 |
|
|
bmis_up: H.mass H.pt HVdPhi V.mass V.pt H.dR hJet_csvFUp[0] hJet_csvFUp[1] MET.et Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 399 |
|
|
bmis_down: H.mass H.pt HVdPhi V.mass V.pt H.dR hJet_csvFDown[0] hJet_csvFDown[1] MET.et Sum$(aJet_pt>20.&abs(aJet_eta)<2.4)
|
| 400 |
|
|
spectators: naJets
|
| 401 |
|
|
|
| 402 |
|
|
|
| 403 |
|
|
#############################################################################################
|
| 404 |
|
|
# TreeCuts:
|
| 405 |
|
|
|
| 406 |
|
|
[Cuts]
|
| 407 |
|
|
#plot
|
| 408 |
|
|
|
| 409 |
|
|
noCut: 1
|
| 410 |
|
|
EE: Vtype == 1
|
| 411 |
|
|
MM: Vtype == 0
|
| 412 |
|
|
|
| 413 |
|
|
blind: nov10_diJet_ZZbb_tight.nominal<0
|
| 414 |
|
|
|
| 415 |
|
|
|
| 416 |
|
|
|
| 417 |
|
|
MMpt100: Vtype == 0 && H.pt > 100. & V.pt > 100. & H.mass > 75 & H.mass < 105
|
| 418 |
|
|
|
| 419 |
|
|
#Split
|
| 420 |
|
|
train: EVENT.event %% 2 == 1
|
| 421 |
|
|
test: EVENT.event %% 2 == 0
|
| 422 |
|
|
trainD: 0
|
| 423 |
|
|
testD: 1
|
| 424 |
|
|
|
| 425 |
|
|
# ZHbb
|
| 426 |
|
|
#MVA apply cut:
|
| 427 |
|
|
treeCutApply: hJet_pt>20. && abs(hJet_eta)<=2.4
|
| 428 |
|
|
|
| 429 |
|
|
treeCutMVA: hJet_pt[0] > 20. & hJet_pt[1] > 20. & abs(hJet_eta) < 2.4 & hbhe & hJet_csv[0] > 0.244 & hJet_csv[1] > 0.244 & H.pt > 100. & V.pt > 100. & V.mass > 75 & V.mass < 105 & H.mass < 250 & deltaPullAngleAK7 < 10.
|
| 430 |
|
|
treeCutMVA50: hJet_pt[0] > 20. & hJet_pt[1] > 20. & abs(hJet_eta) < 2.4 & hbhe & hJet_csv[0] > 0.244 & hJet_csv[1] > 0.244 & H.pt < 100. & H.pt > 50. & V.pt < 100. & V.pt > 50. & V.mass > 75 & V.mass < 105 & H.mass < 250 & deltaPullAngleAK7 < 10.
|
| 431 |
|
|
|
| 432 |
|
|
#ZZbb
|
| 433 |
|
|
|
| 434 |
|
|
treeCutZZbloose: hJet_csv[0] > 0.244 & hJet_csv[1] > 0.244 && V.mass > 75 && V.mass < 105 && hJet_pt>20 && hJet_eta<=2.4 & deltaPullAngleAK7 < 10.
|
| 435 |
|
|
treeCutZZbtight: min(hJet_csv[0],hJet_csv[1]) > 0.5 && max(hJet_csv[0],hJet_csv[1]) > 0.898 && V.mass > 75 && V.mass < 105 && hJet_pt>20 && hJet_eta<=2.4 & deltaPullAngleAK7 < 10.
|
| 436 |
|
|
|
| 437 |
|
|
treeCutZZ: hJet_csv[0] > 0.244 & hJet_csv[1] > 0.244
|
| 438 |
|
|
treeCutZZb: eventFlav == 5
|
| 439 |
|
|
treeCutZZudscg: eventFlav != 5
|
| 440 |
|
|
treeCutZZbMVA: min(hJet_csv[0],hJet_csv[1]) > 0.5 && max(hJet_csv[0],hJet_csv[1]) > 0.898 && V.mass > 75 && V.mass < 105 && hJet_pt[0]>30
|
| 441 |
|
|
|
| 442 |
|
|
|
| 443 |
|
|
###########################################################################################
|
| 444 |
|
|
# other things:
|
| 445 |
|
|
|
| 446 |
|
|
[Weights]
|
| 447 |
|
|
weightF: ((0.46502*PUweight+0.53498*PUweight2011B)*weightTrig)
|
