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Comparing UserCode/VHbb/python/config8TeV (file contents):
Revision 1.70 by peller, Sat Nov 3 15:22:12 2012 UTC vs.
Revision 1.76 by nmohr, Tue Jan 15 14:56:41 2013 UTC

# Line 24 | Line 24 | setupLog: ZH,DYb,DYc,DYlight,TT,ST,VV
24   #setupLog: DYb,DYc,DYlight,TT,ST,VV,ZH
25  
26   #Mjj
27 < setup: ZH,VV,DYb,DYc,DYlight,TT
28 < setupLog: ZH,DYb,DYc,DYlight,TT,VV
27 > #setup: ZH,VV,DYb,DYc,DYlight,TT
28 > #setupLog: ZH,DYb,DYc,DYlight,TT,VV
29  
30  
31   #colors
# Line 40 | Line 40 | addOverFlow = True
40   #List: HighPt_Zmm,LowPt_Zmm,HighPtLooseBTag_Zmm,HighPt_MJJ_Zmm,LowPt_MJJ_Zmm,HighPt_Zee,LowPt_Zee,HighPtLooseBTag_Zee,HighPt_MJJ_Zee,LowPt_MJJ_Zee
41   #List: HighPt_MJJ_Zmm,LowPt_MJJ_Zmm,HighPt_MJJ_Zee,LowPt_MJJ_Zee
42   #List: ZLight_HighPt_Zee,ZLight_LowPt_Zee,Zbb_Zee,TTbar_Zee,ZLight_HighPt_Zmm,ZLight_LowPt_Zmm,Zbb_Zmm,TTbar_Zmm,HighPt_Zee,HighPt_Zmm,LowPt_Zee,LowPt_Zmm,HighPtLooseBTag_Zee,HighPtLooseBTag_Zmm,HighPt_MJJ_Zmm,LowPt_MJJ_Zmm,HighPt_MJJ_Zee,LowPt_MJJ_Zee
43 < List: HighPt_MJJ_Zee,LowPt_MJJ_Zee,HighPt_MJJ_Zmm,LowPt_MJJ_Zmm
43 > #List: HighPt_MJJ_Zee,LowPt_MJJ_Zee,HighPt_MJJ_Zmm,LowPt_MJJ_Zmm
44  
45 + List: HighPt_ExpertRegion0,HighPt_ExpertRegion1,HighPt_ExpertRegion2,HighPt_ExpertRegion3,HighPt_Zee,HighPt_Zmm
46   #All signal region plots:
47   #List: HighPt_Zmm,LowPt_Zmm,HighPtLooseBTag_Zmm,HighPt_MJJ_Zmm,LowPt_MJJ_Zmm,HighPt_Zee,LowPt_Zee,HighPtLooseBTag_Zee,HighPt_MJJ_Zee,LowPt_MJJ_Zee
48  
# Line 67 | Line 68 | List: HighPt_MJJ_Zee,LowPt_MJJ_Zee,HighP
68   #List: ZLight_LowPt_beforeReg
69   #var definition
70   BDT_vars: Hmass,Hpt,Vpt,HVdPhi,Vmass,HdR,HdEta,minCSV,maxCSV,hJet0pt,hJet1pt,PullAngle,PullAngle2,rHVpt,vxMult,Sum
71 < BDTs: BDT8_RTight,BDT8_RMed,BDT8_RTightLooseBTag,BDT_RTight,BDT_RMed
72 < REG_vars: METnoPU,rho25,dPhiJetMet,regWeight,JECUnc,jPtRaw,jE,jCef,jChf,jNCh,jNum,jPtLeadTrack
71 > #BDTs: BDT8_RTight,BDT8_RMed,BDT8_RTightLooseBTag,BDT_RTight,BDT_RMed
72 > BDTs: BDTexpert_VV_HighPt,BDTexpert_DY_HighPt,BDTexpert_TT_HighPt
73 > REG_vart: METnoPU,rho25,dPhiJetMet,regWeight,JECUnc,jPtRaw,jE,jCef,jChf,jNCh,jNum,jPtLeadTrack
74   REG_vtx: vtxPt,vtxMass,vtx3dL,vtx3deL
75   REG_soft: jSoftLeptPtRel,jSoftLeptPt,jSoftLeptdR
76  
77   BDT_plot_blind: False
78   BDT_plot_log: True
79 < plot_mass = ZH135
79 > plot_mass = ZH125
80 >
81 >
82 >
83 > [Plot:HighPt_ExpertRegion0]
84 > Datas: Zee Zmm
85 > Normalize: False
86 > vars: BDTexpert_TT_HighPt
87 > Signal: <!Plot_general|plot_mass!>
88 > log: <!Plot_general|BDT_plot_log!>
89 > blind: <!Plot_general|BDT_plot_blind!>
90 >
91 > [Plot:HighPt_ExpertRegion1]
92 > Datas: Zee Zmm
93 > Normalize: False
94 > vars: BDTexpert_DY_HighPt
95 > Signal: <!Plot_general|plot_mass!>
96 > log: <!Plot_general|BDT_plot_log!>
97 > blind: <!Plot_general|BDT_plot_blind!>
98 >
99 > [Plot:HighPt_ExpertRegion2]
100 > Datas: Zee Zmm
101 > Normalize: False
102 > vars: BDTexpert_VV_HighPt
103 > Signal: <!Plot_general|plot_mass!>
104 > log: <!Plot_general|BDT_plot_log!>
105 > blind: <!Plot_general|BDT_plot_blind!>
106 >
107 > [Plot:HighPt_ExpertRegion3]
108 > Datas: Zee Zmm
109 > Normalize: False
110 > vars: BDTexpert_VV_HighPt
111 > Signal: <!Plot_general|plot_mass!>
112 > log: <!Plot_general|BDT_plot_log!>
113 > blind: <!Plot_general|BDT_plot_blind!>
114 >
115 >
116 >
117 >
118 >
119  
120   [Plot:ZPeak_Zee]
121   Datas: Zee
# Line 162 | Line 203 | max: 255.
203   Datas: Zee
204   Normalize: False
205   #vars: BDT8_RTight
206 < vars: <!Plot_general|BDT_vars!>
206 > vars: <!Plot_general|BDTs!>
207 > #vars: <!Plot_general|BDT_vars!>
208   Signal: <!Plot_general|plot_mass!>
209   log: <!Plot_general|BDT_plot_log!>
210   blind: <!Plot_general|BDT_plot_blind!>
# Line 189 | Line 231 | blind: <!Plot_general|BDT_plot_blind!>
231   Datas: Zmm
232   Normalize: False
233   #vars: BDT8_RTight
234 < vars: <!Plot_general|BDT_vars!>
234 > #vars: <!Plot_general|BDT_vars!>
235 > vars: <!Plot_general|BDTs!>
236   Signal: <!Plot_general|plot_mass!>
237   log: <!Plot_general|BDT_plot_log!>
238   blind: <!Plot_general|BDT_plot_blind!>
# Line 423 | Line 466 | useMt = False
466   [BTagReshaping]
467   library=<!Directories|vhbbpath!>/interface/BTagReshaping_h.so
468  
469 + [VHbbNameSpace]
470 + library=<!Directories|vhbbpath!>/interface/VHbbNameSpace_h.so
471 +
472 + [AngularLike]
473 + backgrounds = ['Zbb','Zudsg','ttbar','ZZ']
474 + yields = {'Zbb':584.8,'Zudsg':881.61,'ttbar':135.7,'ZZ':44.04,'Sig':5.13}
475 +
476   ###########################################################################################
477   # LIMIT
478   [LimitGeneral]
# Line 433 | Line 483 | Mjjrange = 17,0.,255.
483   #wanna rebin? (bin transform)
484   rebin_active = True
485   #Mjj-> False
486 < BDTbinning = 15
486 > BDTbinning = 10
487  
488 < systematicsnaming7TeV={'JER':'CMS_vhbb_res_j','JES':'CMS_vhbb_scale_j','beff':'CMS_vhbb_eff_b','bmis':'CMS_vhbb_fake_b_7TeV','beff1':'CMS_vhbb_eff1_b'}
489 < systematicsnaming8TeV={'JER':'CMS_vhbb_res_j','JES':'CMS_vhbb_scale_j','beff':'CMS_vhbb_eff_b','bmis':'CMS_vhbb_fake_b_8TeV','beff1':'CMS_vhbb_eff1_b'}
488 > systematicsnaming7TeV={'JER':'CMS_vhbb_res_j','JES':'CMS_vhbb_scale_j','beff':'CMS_vhbb_eff_b','bmis':'CMS_vhbb_fake_b_7TeV','beff1':'CMS_vhbb_eff_b_SIG'}
489 > systematicsnaming8TeV={'JER':'CMS_vhbb_res_j','JES':'CMS_vhbb_scale_j','beff':'CMS_vhbb_eff_b','bmis':'CMS_vhbb_fake_b_8TeV','beff1':'CMS_vhbb_eff_b_SIG'}
490   #systematicsnaming8TeV={'JER':'CMS_res_j','JES':'CMS_scale_j','beff':'CMS_eff_b','bmis':'CMS_fake_b_8TeV','beff1':'CMS_vhbb_eff1_b'}
491  
492   sys_BDT: ['JER','JES','beff','bmis','beff1']
# Line 444 | Line 494 | sys_Mjj: ['JER','JES','beff','bmis','bef
494  
495   sys_factor = {'JER':1.0,'JES':1.0,'beff':1.0,'bmis':1.0,'beff1':1.0}
496  
497 < sys_affecting = {'JER':['ZH','DYlight','DYb','VV','TT','ST'],'JES':['ZH','DYlight','DYb','VV','TT','ST'],'beff':['DYlight','DYb','VV','TT','ST'],'beff1':['ZH'],'bmis':['ZH','DYlight','DYb','VV','TT','ST']}
497 > sys_affecting = {'JER':['ZH','DYlight','DYb','VV','TT','ST','ZH125'],'JES':['ZH','DYlight','DYb','VV','TT','ST','ZH125'],'beff':['DYlight','DYb','VV','TT','ST'],'beff1':['ZH','ZH125'],'bmis':['ZH','DYlight','DYb','VV','TT','ST','ZH125']}
498  
499   #Add a different Cut (syntax: 'oldVar>newVar?' -> '?' will then automatically be replaced with 'Up'/'Down' for the variations)
500  
# Line 462 | Line 512 | binstat: False
512  
513   signal_inject: None
514   #ZH125
515 + add_signal_as_bkg: None
516  
517 < blind: False
517 > blind: True
518   #### rescaling by factor 4
519   scaling: False
520   #rescale stats
# Line 482 | Line 533 | Group: {'ZH110':'ZH','ZH115':'ZH','ZH120
533  
534  
535   #naming for DC
536 < Dict: {'ZH':'ZH','DYlight':'ZjLF','DYb':'ZjHF','TT':'TT','ST':'s_Top','VV':'VV','ZZ-bb':'ZZbb','Data':'data_obs'}
536 > Dict: {'ZH':'ZH','DYlight':'ZjLF','DYb':'ZjHF','TT':'TT','ST':'s_Top','VV':'VV','ZZ-bb':'ZZbb','Data':'data_obs','ZH125':'H125'}
537  
538   #SETUP DATACARD (1st Signal, afterwards BKG)
539   setup: ['ZH', 'DYlight','DYb','VV','TT','ST']
# Line 495 | Line 546 | setup: ['ZH', 'DYlight','DYb','VV','TT',
546   #List: RTight_ZH125_EE_8TeV_oct,RMed_ZH125_EE_8TeV_oct,RTight_ZH125_MM_8TeV_oct,RMed_ZH125_MM_8TeV_oct
547  
548   #ALl BDTs
549 < List: RTight_ZH110_EE_8TeV_oct,RMed_ZH110_EE_8TeV_oct,RTight_ZH110_MM_8TeV_oct,RMed_ZH110_MM_8TeV_oct,RTightLooseBTag_ZH110_MM_8TeV_oct,RTightLooseBTag_ZH110_EE_8TeV_oct,RTight_ZH115_EE_8TeV_oct,RMed_ZH115_EE_8TeV_oct,RTight_ZH115_MM_8TeV_oct,RMed_ZH115_MM_8TeV_oct,RTightLooseBTag_ZH115_MM_8TeV_oct,RTightLooseBTag_ZH115_EE_8TeV_oct,RTight_ZH120_EE_8TeV_oct,RMed_ZH120_EE_8TeV_oct,RTight_ZH120_MM_8TeV_oct,RMed_ZH120_MM_8TeV_oct,RTightLooseBTag_ZH120_MM_8TeV_oct,RTightLooseBTag_ZH120_EE_8TeV_oct,RTight_ZH125_EE_8TeV_oct,RMed_ZH125_EE_8TeV_oct,RTight_ZH125_MM_8TeV_oct,RMed_ZH125_MM_8TeV_oct,RTightLooseBTag_ZH125_MM_8TeV_oct,RTightLooseBTag_ZH125_EE_8TeV_oct,RTight_ZH130_EE_8TeV_oct,RMed_ZH130_EE_8TeV_oct,RTight_ZH130_MM_8TeV_oct,RMed_ZH130_MM_8TeV_oct,RTightLooseBTag_ZH130_MM_8TeV_oct,RTightLooseBTag_ZH130_EE_8TeV_oct,RTight_ZH135_EE_8TeV_oct,RMed_ZH135_EE_8TeV_oct,RTight_ZH135_MM_8TeV_oct,RMed_ZH135_MM_8TeV_oct,RTightLooseBTag_ZH135_MM_8TeV_oct,RTightLooseBTag_ZH135_EE_8TeV_oct
549 > #List: RTight_ZH110_EE_8TeV_oct,RMed_ZH110_EE_8TeV_oct,RTight_ZH110_MM_8TeV_oct,RMed_ZH110_MM_8TeV_oct,RTight_ZH115_EE_8TeV_oct,RMed_ZH115_EE_8TeV_oct,RTight_ZH115_MM_8TeV_oct,RMed_ZH115_MM_8TeV_oct,RTight_ZH120_EE_8TeV_oct,RMed_ZH120_EE_8TeV_oct,RTight_ZH120_MM_8TeV_oct,RMed_ZH120_MM_8TeV_oct,RTight_ZH125_EE_8TeV_oct,RMed_ZH125_EE_8TeV_oct,RTight_ZH125_MM_8TeV_oct,RMed_ZH125_MM_8TeV_oct,RTight_ZH130_EE_8TeV_oct,RMed_ZH130_EE_8TeV_oct,RTight_ZH130_MM_8TeV_oct,RMed_ZH130_MM_8TeV_oct,RTight_ZH135_EE_8TeV_oct,RMed_ZH135_EE_8TeV_oct,RTight_ZH135_MM_8TeV_oct,RMed_ZH135_MM_8TeV_oct
550 >
551 > List: HighPt_ZH125_ExpertRegion0_EE_8TeV_nov,HighPt_ZH125_ExpertRegion1_EE_8TeV_nov,HighPt_ZH125_ExpertRegion2_EE_8TeV_nov,HighPt_ZH125_ExpertRegion3_EE_8TeV_nov,HighPt_ZH125_ExpertRegion0_MM_8TeV_nov,HighPt_ZH125_ExpertRegion1_MM_8TeV_nov,HighPt_ZH125_ExpertRegion2_MM_8TeV_nov,HighPt_ZH125_ExpertRegion3_MM_8TeV_nov
552 > #List: HighPt_ZH125_ExpertRegion2_EE_8TeV_nov
553  
554   # only LBT
555   #List: RTightLooseBTag_ZH110_MM_8TeV_oct,RTightLooseBTag_ZH110_EE_8TeV_oct,RTightLooseBTag_ZH115_MM_8TeV_oct,RTightLooseBTag_ZH115_EE_8TeV_oct,RTightLooseBTag_ZH120_MM_8TeV_oct,RTightLooseBTag_ZH120_EE_8TeV_oct,RTightLooseBTag_ZH125_MM_8TeV_oct,RTightLooseBTag_ZH125_EE_8TeV_oct,RTightLooseBTag_ZH130_MM_8TeV_oct,RTightLooseBTag_ZH130_EE_8TeV_oct,RTightLooseBTag_ZH135_MM_8TeV_oct,RTightLooseBTag_ZH135_EE_8TeV_oct
# Line 538 | Line 592 | QCDscale_VH: {'type':'lnN', 'ZH':1.04}
592   QCDscale_ttbar: {'type':'lnN', 'ST':1.06}
593   QCDscale_VV: {'type':'lnN', 'VV':1.04}
594   QCDscale_QCD: {'type':'lnN', 'QCD':1.30}
595 < CMS_vhbb_boost_EWK: {'type':'lnN', 'ZH':1.05}
596 < CMS_vhbb_boost_QCD: {'type':'lnN', 'ZH':1.10}
595 > CMS_vhbb_boost_EWK: {'type':'lnN', 'ZH':1.05,'ZH125':1.05}
596 > CMS_vhbb_boost_QCD: {'type':'lnN', 'ZH':1.10,'ZH125':1.10}
597   CMS_vhbb_ST: {'type':'lnN', 'ST':1.29}
598   CMS_vhbb_VV: {'type':'lnN', 'VV':1.30}
599   CMS_vhbb_ZjLF_ex: {'type':'lnN', 'DYlight':1.05}
# Line 548 | Line 602 | CMS_vhbb_TT_ex: {'type':'lnN', 'TT':1.05
602   #CMS_vhbb_ZjLF_ex_8TeV: {'type':'lnN', 'DYlight':1.05}
603   #CMS_vhbb_ZjHF_ex_8TeV: {'type':'lnN', 'DYb':1.05}
604   #CMS_vhbb_TT_ex_8TeV: {'type':'lnN', 'TT':1.05}
605 < CMS_eff_e: {'type':'lnN', 'ZH':1.04, 'ST':1.04,'VV':1.04,'QCD':1.04}
606 < CMS_trigger_e: {'type':'lnN','ZH':1.02, 'ST':1.02,'VV':1.02 }
607 < CMS_eff_m: {'type':'lnN',  'ZH':1.04, 'ST':1.04,'VV':1.04,'QCD':1.04}
608 < CMS_trigger_m: {'type':'lnN', 'ZH':1.01, 'ST':1.01,'VV':1.01 }
605 > CMS_eff_e: {'type':'lnN', 'ZH':1.04,'ZH125':1.04,'ST':1.04,'VV':1.04,'QCD':1.04}
606 > CMS_trigger_e: {'type':'lnN','ZH':1.02,'ZH125':1.02,'ST':1.02,'VV':1.02 }
607 > CMS_eff_m: {'type':'lnN',  'ZH':1.04,'ZH125':1.04,'ST':1.04,'VV':1.04,'QCD':1.04}
608 > CMS_trigger_m: {'type':'lnN', 'ZH':1.01,'ZH125':1.01,'ST':1.01,'VV':1.01 }
609   CMS_vhbb_trigger_MET: {'type':'lnN'}
610  
611   CMS_vhbb_ZjLF_Zll_exHighPtLooseBTag_8TeV: {'type':'lnN', 'DYlight':1.20}
# Line 690 | Line 744 | RMed_ZH125_MM_8TeV_oct: RMed_ZH125_oct.n
744   RMed_ZH130_MM_8TeV_oct: RMed_ZH130_oct.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_M130_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH130,ZmmLowPt_8TeV,BDT
745   RMed_ZH135_MM_8TeV_oct: RMed_ZH135_oct.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_M135_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH135,ZmmLowPt_8TeV,BDT
746  
747 + #individual BKGd trainings:
748 + HighPt_ZH125_ExpertRegion0_EE_8TeV_nov: TT_HighPt_ZH125_nov.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expert0_M125_ZeeHighPt_8TeV,HighPt_ExpertRegion0_EE,HighPt_ExpertRegion0_EE,ZH125,ZeeHighPt_8TeV,BDT
749 + HighPt_ZH125_ExpertRegion1_EE_8TeV_nov: DY_HighPt_ZH125_nov.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expert1_M125_ZeeHighPt_8TeV,HighPt_ExpertRegion1_EE,HighPt_ExpertRegion1_EE,ZH125,ZeeHighPt_8TeV,BDT
750 + HighPt_ZH125_ExpertRegion2_EE_8TeV_nov: VV_HighPt_ZH125_nov.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expert2_M125_ZeeHighPt_8TeV,HighPt_ExpertRegion2_EE,HighPt_ExpertRegion2_EE,ZH125,ZeeHighPt_8TeV,BDT
751 + HighPt_ZH125_ExpertRegion3_EE_8TeV_nov: VV_HighPt_ZH125_nov.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expert3_M125_ZeeHighPt_8TeV,HighPt_ExpertRegion3_EE,HighPt_ExpertRegion3_EE,ZH125,ZeeHighPt_8TeV,BDT
752 + HighPt_ZH125_ExpertRegionX_EE_8TeV_nov: RTight_ZH125_oct.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expertX_M125_ZeeHighPt_8TeV,HighPt_ExpertRegion3_EE,HighPt_ExpertRegion3_EE,ZH125,ZeeHighPt_8TeV,BDT
753 +
754 + HighPt_ZH125_ExpertRegion0_MM_8TeV_nov: TT_HighPt_ZH125_nov.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expert0_M125_ZmmHighPt_8TeV,HighPt_ExpertRegion0_MM,HighPt_ExpertRegion0_MM,ZH125,ZmmHighPt_8TeV,BDT
755 + HighPt_ZH125_ExpertRegion1_MM_8TeV_nov: DY_HighPt_ZH125_nov.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expert1_M125_ZmmHighPt_8TeV,HighPt_ExpertRegion1_MM,HighPt_ExpertRegion1_MM,ZH125,ZmmHighPt_8TeV,BDT
756 + HighPt_ZH125_ExpertRegion2_MM_8TeV_nov: VV_HighPt_ZH125_nov.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expert2_M125_ZmmHighPt_8TeV,HighPt_ExpertRegion2_MM,HighPt_ExpertRegion2_MM,ZH125,ZmmHighPt_8TeV,BDT
757 + HighPt_ZH125_ExpertRegion3_MM_8TeV_nov: VV_HighPt_ZH125_nov.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expert3_M125_ZmmHighPt_8TeV,HighPt_ExpertRegion3_MM,HighPt_ExpertRegion3_MM,ZH125,ZmmHighPt_8TeV,BDT
758 + HighPt_ZH125_ExpertRegionX_MM_8TeV_nov: RTight_ZH125_oct.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expertX_M125_ZmmHighPt_8TeV,HighPt_ExpertRegion3_MM,HighPt_ExpertRegion3_MM,ZH125,ZmmHighPt_8TeV,BDT
759 +
760  
761   #CTRL region DCs
762   TT_RTight_ZH125_MM_8TeV_oct: RTight_ZH125_oct.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_M125_ZmmHighPt_8TeV,TTbar_Zmm,TTbar_Zmm,ZH125,ZmmHighPt_8TeV,BDT
# Line 737 | Line 804 | SettingsTight = !H:!V:NTrees=400:nEvents
804   SettingsLooseBtag = !H:!V:NTrees=400:nEventsMin=500:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.1:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
805   SettingsMed = !H:!V:NTrees=400:nEventsMin=300:MaxDepth=2:BoostType=AdaBoost:AdaBoostBeta=0.12:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
806  
807 + typeCut = Cuts
808 + SettingsTightCut= !H:!V:FitMethod=GA:EffSel
809 +
810  
811   backgrounds = Zudsg Zudsg_pt120 Zbb Zbb_pt120 Zcc Zcc_pt120 WZ ZZ TT
812   backgroundsNoDiboson = Zudsg Zudsg_pt120 Zbb Zbb_pt120 Zcc Zcc_pt120 TT
813  
814 < backgrounds8TeV: Zudsg Zudsg1J Zudsg2J Zudsg4J Zudsg5070 Zudsg70100 Zudsg100 Zcc Zcc1J Zcc2J Zcc4J Zcc5070 Zcc70100 Zcc100 Zbb Zbb1J Zbb2J Zbb4J Zbb5070 Zbb70100 Zbb100 ZZ WW WZ TT
814 >
815 > #individual BKGds:
816 > TT: TT
817 > #ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
818 > DY: Zudsg Zudsg1J Zudsg2J Zudsg3J Zudsg4J ZudsgHT200400 ZudsgHT400 Zudsg5070 Zudsg70100 Zudsg100 Zcc Zcc1J Zcc2J Zcc3J Zcc4J ZccHT200400 ZccHT400 Zcc5070 Zcc70100 Zcc100 Zbb Zbb1J Zbb2J Zbb3J Zbb4J ZbbHT200400 ZbbHT400 Zbb5070 Zbb70100 Zbb100
819 > VV: ZZ WW WZ
820 >
821 > #settings:
822 > SettingsTT = !H:!V:NTrees=300:nEventsMin=300:MaxDepth=2:BoostType=AdaBoost:AdaBoostBeta=0.1:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
823 > SettingsDY = !H:!V:NTrees=400:nEventsMin=500:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.1:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
824 > SettingsVV = !H:!V:NTrees=250:nEventsMin=250:MaxDepth=2:BoostType=AdaBoost:AdaBoostBeta=0.1:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
825 >
826 > #backgrounds8TeV: Zudsg Zudsg1J Zudsg2J Zudsg4J Zudsg5070 Zudsg70100 Zudsg100 Zcc Zcc1J Zcc2J Zcc4J Zcc5070 Zcc70100 Zcc100 Zbb Zbb1J Zbb2J Zbb4J Zbb5070 Zbb70100 Zbb100 ZZ WW WZ TT
827 >
828 > backgrounds8TeV: Zudsg Zudsg1J Zudsg2J Zudsg3J Zudsg4J ZudsgHT200400 ZudsgHT400 Zudsg5070 Zudsg70100 Zudsg100 Zcc Zcc1J Zcc2J Zcc3J Zcc4J ZccHT200400 ZccHT400 Zcc5070 Zcc70100 Zcc100 Zbb Zbb1J Zbb2J Zbb3J Zbb4J ZbbHT200400 ZbbHT400 Zbb5070 Zbb70100 Zbb100 ZZ WW WZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW ZH125
829 >
830 > Test: ZZ
831  
832   [factory]
833   factoryname: MVA
# Line 753 | Line 839 | factorysettings: !V:!Silent:Color:DrawPr
839   #List_for_submitscript: RTight_ZH110_may,RTight_ZH115_may,RTight_ZH120_may,RTight_ZH125_may,RTight_ZH130_may,RTight_ZH135_may,RMed_ZH110_may,RMed_ZH115_may,RMed_ZH120_may,RMed_ZH125_may,RMed_ZH130_may,RMed_ZH135_may,RPt50_ZZ_may,RIncl_ZZ_may
840   #List_for_submitscript: RTight_ZH110_may,RTight_ZH115_may,RTight_ZH120_may,RTight_ZH125_may,RTight_ZH130_may,RTight_ZH135_may,RMed_ZH110_may,RMed_ZH115_may,RMed_ZH120_may,RMed_ZH125_may,RMed_ZH130_may,RMed_ZH135_may
841  
842 < List_for_submitscript: RTight_ZH110_oct,RTight_ZH115_oct,RTight_ZH120_oct,RTight_ZH125_oct,RTight_ZH130_oct,RTight_ZH135_oct,RMed_ZH110_oct,RMed_ZH115_oct,RMed_ZH120_oct,RMed_ZH125_oct,RMed_ZH130_oct,RMed_ZH135_oct,RTightLooseBTag_ZH110_oct,RTightLooseBTag_ZH115_oct,RTightLooseBTag_ZH120_oct,RTightLooseBTag_ZH125_oct,RTightLooseBTag_ZH130_oct,RTightLooseBTag_ZH135_oct,RTight_ZH125_may,RMed_ZH125_may
842 > #List_for_submitscript: RTight_ZH110_oct,RTight_ZH115_oct,RTight_ZH120_oct,RTight_ZH125_oct,RTight_ZH130_oct,RTight_ZH135_oct,RMed_ZH110_oct,RMed_ZH115_oct,RMed_ZH120_oct,RMed_ZH125_oct,RMed_ZH130_oct,RMed_ZH135_oct,RTightLooseBTag_ZH110_oct,RTightLooseBTag_ZH115_oct,RTightLooseBTag_ZH120_oct,RTightLooseBTag_ZH125_oct,RTightLooseBTag_ZH130_oct,RTightLooseBTag_ZH135_oct,RTight_ZH125_may,RMed_ZH125_may
843  
844 + #List_for_submitscript: TT_HighPt_ZH125_nov
845 + #List_for_submitscript: DY_HighPt_ZH125_nov
846 + List_for_submitscript: VV_HighPt_ZH125_nov
847  
848  
849   #List_for_submitscript: RTight_ZH125_may,RMed_ZH125_may,RTight_ZH125_oct,RMed_ZH125_oct
850  
851  
852 + #individual BKGds training
853 + [TT_HighPt_ZH125_nov]
854 + MVAtype: <!MVAGeneral|type!>
855 + MVAsettings: <!MVAGeneral|SettingsTT!>
856 + path: <!Directories|samplepath!>/env/sys/
857 + signals: ZH125
858 + backgrounds: <!MVAGeneral|TT!>
859 + treeVarSet: treeVarsICHEP
860 + treeCut: RTight
861 +
862 + [DY_HighPt_ZH125_nov]
863 + MVAtype: <!MVAGeneral|type!>
864 + MVAsettings: <!MVAGeneral|SettingsDY!>
865 + path: <!Directories|TT_MVA_path!>
866 + signals: ZH125
867 + backgrounds: <!MVAGeneral|DY!>
868 + treeVarSet: treeVarsICHEP
869 + treeCut: RTight_andTT
870 +
871 + [VV_HighPt_ZH125_nov]
872 + MVAtype: <!MVAGeneral|type!>
873 + MVAsettings: <!MVAGeneral|SettingsVV!>
874 + path: <!Directories|DY_MVA_path!>
875 + signals: ZH125
876 + backgrounds: <!MVAGeneral|VV!>
877 + treeVarSet: treeVarsICHEP
878 + treeCut: RTight_andDY
879 +
880 +
881 +
882 +
883 +
884 + [RTight_Mjj_opt]
885 + MVAtype: <!MVAGeneral|typeCut!>
886 + MVAsettings: <!MVAGeneral|SettingsTightCut!>
887 + path: <!Directories|samplepath!>/env/sys/
888 + signals: ZH125
889 + backgrounds: <!MVAGeneral|Test!>
890 + treeVarSet: treeVarsNoMass
891 + treeCut: RTight
892 +
893 +
894   ##ZZ
895   [RTight_ZZ_may]
896   MVAtype: <!MVAGeneral|type!>
# Line 1066 | Line 1197 | bmis_down: H.mass H.pt HVdPhi V.mass V.p
1197   beff1_up: H.mass H.pt HVdPhi V.mass V.pt H.dEta max(hJet_csv_upBC4p[0],hJet_csv_upBC4p[1]) min(hJet_csv_upBC4p[0],hJet_csv_upBC4p[1]) Sum$(aJet_pt>20.&abs(aJet_eta)<2.4) H.dR hJet_pt[0] hJet_pt[1] deltaPullAngle deltaPullAngle2
1198   beff1_down: H.mass H.pt HVdPhi V.mass V.pt H.dEta max(hJet_csv_downBC4p[0],hJet_csv_downBC4p[1]) min(hJet_csv_downBC4p[0],hJet_csv_downBC4p[1]) Sum$(aJet_pt>20.&abs(aJet_eta)<2.4) H.dR hJet_pt[0] hJet_pt[1] deltaPullAngle deltaPullAngle2
1199  
1200 + [treeVarsNoMass]
1201 + Nominal: H.pt HVdPhi V.mass V.pt H.dEta max(hJet_csv[0],hJet_csv[1]) min(hJet_csv[0],hJet_csv[1]) Sum$(aJet_pt>20.&abs(aJet_eta)<2.4) H.dR hJet_pt[0] hJet_pt[1] deltaPullAngle deltaPullAngle2
1202 +
1203  
1204   #############################################################################################
1205   # TreeCuts:
# Line 1080 | Line 1214 | ccBtag = <!ZHbb|maxBtag!> > <!ZHbb|CSVC!
1214   tlBtag = <!ZHbb|maxBtag!> > <!ZHbb|CSVT!> & <!ZHbb|minBtag!> > <!ZHbb|CSVL!>
1215   ntBtag = !(hJet_csv[0] > <!ZHbb|CSVT!> | hJet_csv[1] > <!ZHbb|CSVT!>)
1216   twoCSV0 = hJet_csv[0] > 0. & hJet_csv[1] > 0.
1217 < preselection = hJet_pt[0] > 20. & hJet_pt[1] > 20. & abs(hJet_eta[0]) < 2.4 & abs(hJet_eta[1]) < 2.4 & hbhe & hJet_puJetIdL[0] > 0. & hJet_puJetIdL[1] > 0.
1217 > preselection = hJet_pt[0] > 20. & hJet_pt[1] > 20. & abs(hJet_eta[0]) < 2.4 & abs(hJet_eta[1]) < 2.4 & hbhe & hJet_puJetIdL[0] > 0. & hJet_puJetIdL[1] > 0.
1218 > # & EVENT.run < 196532
1219   #& <!ZHbb|MassVeto!>
1220   #5fb:
1086 – # & EVENT.run < 196532
1221   30jets = hJet_pt[0] > 30. & hJet_pt[1] > 30.
1222   preselection_beforeReg = (hJet_pt[0]/hJet_regWeight[0]) > 20. & (hJet_pt[1]*hJet_regWeight[1]) > 20. & abs(hJet_eta[0]) < 2.4 & abs(hJet_eta[1]) < 2.4 & hbhe & hJet_puJetIdL[0] > 0. & hJet_puJetIdL[1] > 0.
1223   zWindow = V.mass > 75. & V.mass < 105
# Line 1138 | Line 1272 | HighPt = <!Cuts|RTight!>
1272   LowPt = <!Cuts|RMed!>
1273   HighPtLooseBTag = <!Cuts|RTightLooseBTag!>
1274  
1275 +
1276 + #individual training:
1277 + RTight_andTT: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28
1278 + RTight_andDY: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal > -0.1
1279 +
1280 + HighPt_ExpertRegion0: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal <= 0.28
1281 + HighPt_ExpertRegion1: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal <= -0.1
1282 + HighPt_ExpertRegion2: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal > -0.1 & VV_HighPt_ZH125_nov.nominal <= 0.28
1283 + HighPt_ExpertRegion3: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal > -0.1 & VV_HighPt_ZH125_nov.nominal > 0.28
1284 +
1285 +
1286 + HighPt_ExpertRegion0_EE: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal <= 0.28 & <!ZHeebb|addCuts!>
1287 + HighPt_ExpertRegion1_EE: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal <= -0.1 & <!ZHeebb|addCuts!>
1288 + HighPt_ExpertRegion2_EE: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal > -0.1 & VV_HighPt_ZH125_nov.nominal <= 0.28 & <!ZHeebb|addCuts!>
1289 + HighPt_ExpertRegion3_EE: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal > -0.1 & VV_HighPt_ZH125_nov.nominal > 0.28 & <!ZHeebb|addCuts!>
1290 +
1291 + HighPt_ExpertRegion0_MM: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal <= 0.28 & <!ZHmmbb|addCuts!>
1292 + HighPt_ExpertRegion1_MM: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal <= -0.1 & <!ZHmmbb|addCuts!>
1293 + HighPt_ExpertRegion2_MM: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal > -0.1 & VV_HighPt_ZH125_nov.nominal <= 0.28 & <!ZHmmbb|addCuts!>
1294 + HighPt_ExpertRegion3_MM: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal > -0.1 & VV_HighPt_ZH125_nov.nominal > 0.28 & <!ZHmmbb|addCuts!>
1295 +
1296 +
1297   #control regions
1298   ZLight: <!ZHbb|preselection!> & <!ZHbb|noAddJet!> & <!ZHbb|zWindow!> & <!ZHbb|ntBtag!> & <!ZHbb|upperHMass!> & <!ZHbb|twoCSV0!> & <!ZHbb|dPhiVH!> & <!ZHbb|maxBtag!> > <!ZHbb|CSVL!> & V.pt > 50.
1299   TTbar = <!ZHbb|preselection!> & <!ZHbb|upperHMass!> & <!ZHbb|tcBtag!> & <!ZHbb|zVeto!> & H.pt > 100.

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