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Comparing UserCode/VHbb/python/config8TeV (file contents):
Revision 1.4 by nmohr, Mon Sep 17 15:34:43 2012 UTC vs.
Revision 1.18 by peller, Wed Oct 3 10:14:49 2012 UTC

#	Line 1 | Line 1
1		[Analysis]
2		tag = 8TeV
3	<
3	>	TrainFlag = False
4		###########################################################################################
5	–	# Plotting etc...
6	–	[Plot]
5
6	<	#May23
6	>	[Plot_general]
7	>	#In Use:
8	>	samples: Zudsg,Zudsg5070,Zudsg70100,Zudsg100,Zcc,Zcc5070,Zcc70100,Zcc100,Zbb,Zbb5070,Zbb70100,Zbb100,ZZ,WW,WZ,TT,ST_s,ST_t,ST_tW,STbar_s,STbar_t,STbar_tW,ZH125
9
10	<	RTight_ZH110: RTight_ZH110_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M110.png,RTight,RTight,ZH110,Zee Zmm,blind
11	<	Light_RTight_ZH110: RTight_ZH110_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M110_Light.png,Light,Light,ZH110,Zee Zmm,noblind
12	<	Top_RTight_ZH110: RTight_ZH110_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M110_Top.png,Top,Top,ZH110,Zee Zmm,noblind
13	<	bb_RTight_ZH110: RTight_ZH110_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M110_bb.png,bb,bb,ZH110,Zee Zmm,noblind
14	<	RMed_ZH110: RMed_ZH110_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M110.png,RMed,RMed,ZH110,Zee Zmm,blind
15	<	Light_RMed_ZH110: RMed_ZH110_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M110_Light.png,Light,Light,ZH110,Zee Zmm,noblind
16	<	Top_RMed_ZH110: RMed_ZH110_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M110_Top.png,Top,Top,ZH110,Zee Zmm,noblind
17	<	bb_RMed_ZH110: RMed_ZH110_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M110_bb.png,bb,bb,ZH110,Zee Zmm,noblind
18	<
19	<	RTight_ZH115: RTight_ZH115_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M115.png,RTight,RTight,ZH115,Zee Zmm,blind
20	<	Light_RTight_ZH115: RTight_ZH115_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M115_Light.png,Light,Light,ZH115,Zee Zmm,noblind
21	<	Top_RTight_ZH115: RTight_ZH115_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M115_Top.png,Top,Top,ZH115,Zee Zmm,noblind
22	<	bb_RTight_ZH115: RTight_ZH115_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M115_bb.png,bb,bb,ZH115,Zee Zmm,noblind
23	<	RMed_ZH115: RMed_ZH115_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M115.png,RMed,RMed,ZH115,Zee Zmm,blind
24	<	Light_RMed_ZH115: RMed_ZH115_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M115_Light.png,Light,Light,ZH115,Zee Zmm,noblind
25	<	Top_RMed_ZH115: RMed_ZH115_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M115_Top.png,Top,Top,ZH115,Zee Zmm,noblind
26	<	bb_RMed_ZH115: RMed_ZH115_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M115_bb.png,bb,bb,ZH115,Zee Zmm,noblind
27	<
28	<	RTight_ZH120: RTight_ZH120_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M120.png,RTight,RTight,ZH120,Zee Zmm,blind
29	<	Light_RTight_ZH120: RTight_ZH120_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M120_Light.png,Light,Light,ZH120,Zee Zmm,noblind
30	<	Top_RTight_ZH120: RTight_ZH120_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M120_Top.png,Top,Top,ZH120,Zee Zmm,noblind
31	<	bb_RTight_ZH120: RTight_ZH120_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M120_bb.png,bb,bb,ZH120,Zee Zmm,noblind
32	<	RMed_ZH120: RMed_ZH120_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M120.png,RMed,RMed,ZH120,Zee Zmm,blind
33	<	Light_RMed_ZH120: RMed_ZH120_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M120_Light.png,Light,Light,ZH120,Zee Zmm,noblind
34	<	Top_RMed_ZH120: RMed_ZH120_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M120_Top.png,Top,Top,ZH120,Zee Zmm,noblind
35	<	bb_RMed_ZH120: RMed_ZH120_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M120_bb.png,bb,bb,ZH120,Zee Zmm,noblind
36	<
37	<	RTight_ZH125: RTight_ZH125_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M125.png,RTight,RTight,ZH125,Zee Zmm,blind
38	<	Light_RTight_ZH125: RTight_ZH125_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M125_Light.png,Light,Light,ZH125,Zee Zmm,noblind
39	<	Top_RTight_ZH125: RTight_ZH125_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M125_Top.png,Top,Top,ZH125,Zee Zmm,noblind
40	<	bb_RTight_ZH125: RTight_ZH125_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M125_bb.png,bb,bb,ZH125,Zee Zmm,noblind
41	<	RMed_ZH125: RMed_ZH125_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M125.png,RMed,RMed,ZH125,Zee Zmm,blind
42	<	Light_RMed_ZH125: RMed_ZH125_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M125_Light.png,Light,Light,ZH125,Zee Zmm,noblind
43	<	Top_RMed_ZH125: RMed_ZH125_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M125_Top.png,Top,Top,ZH125,Zee Zmm,noblind
44	<	bb_RMed_ZH125: RMed_ZH125_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M125_bb.png,bb,bb,ZH125,Zee Zmm,noblind
45	<
46	<	RTight_ZH130: RTight_ZH130_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M130.png,RTight,RTight,ZH130,Zee Zmm,blind
47	<	Light_RTight_ZH130: RTight_ZH130_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M130_Light.png,Light,Light,ZH130,Zee Zmm,noblind
48	<	Top_RTight_ZH130: RTight_ZH130_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M130_Top.png,Top,Top,ZH130,Zee Zmm,noblind
49	<	bb_RTight_ZH130: RTight_ZH130_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M130_bb.png,bb,bb,ZH130,Zee Zmm,noblind
50	<	RMed_ZH130: RMed_ZH130_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M130.png,RMed,RMed,ZH130,Zee Zmm,blind
51	<	Light_RMed_ZH130: RMed_ZH130_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M130_Light.png,Light,Light,ZH130,Zee Zmm,noblind
52	<	Top_RMed_ZH130: RMed_ZH130_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M130_Top.png,Top,Top,ZH130,Zee Zmm,noblind
53	<	bb_RMed_ZH130: RMed_ZH130_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M130_bb.png,bb,bb,ZH130,Zee Zmm,noblind
54	<
55	<	RTight_ZH135: RTight_ZH135_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M135.png,RTight,RTight,ZH135,Zee Zmm,blind
56	<	Light_RTight_ZH135: RTight_ZH135_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M135_Light.png,Light,Light,ZH135,Zee Zmm,noblind
57	<	Top_RTight_ZH135: RTight_ZH135_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M135_Top.png,Top,Top,ZH135,Zee Zmm,noblind
58	<	bb_RTight_ZH135: RTight_ZH135_may.nominal,BDT,BDT output,20,-1,1,BDTRTight_M135_bb.png,bb,bb,ZH135,Zee Zmm,noblind
59	<	RMed_ZH135: RMed_ZH135_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M135.png,RMed,RMed,ZH135,Zee Zmm,blind
60	<	Light_RMed_ZH135: RMed_ZH135_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M135_Light.png,Light,Light,ZH135,Zee Zmm,noblind
61	<	Top_RMed_ZH135: RMed_ZH135_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M135_Top.png,Top,Top,ZH135,Zee Zmm,noblind
62	<	bb_RMed_ZH135: RMed_ZH135_may.nominal,BDT,BDT output,20,-1,1,BDTRMed_M135_bb.png,bb,bb,ZH135,Zee Zmm,noblind
63	<
64	<
65	<	# GENERAL SETUP FOR PLOTS
66	<	logy: 1
67	<	#setup: DY jets udscg,DY jets b,TT-bar,WW/WZ/ZZ,Single top,Hbb 115
68	<	#setup: DY jets b,DY jets udscg,TT-bar,Single top,Hbb 115,WW/WZ/ZZ
69	<	setup: DYlight,DYc,DYb,TT,ST,VV,ZH
70	<	color: 401,41,5,596,602,17,2
10	>	#Groups for adding samples together
11	>	Group: {'ZH110':'ZH','ZH115':'ZH','ZH120':'ZH','ZH125':'ZH','ZH130':'ZH','ZH135':'ZH', 'Zudsg':'DYlight','Zudsg5070':'DYlight','Zudsg70100':'DYlight','Zudsg100':'DYlight','Zcc':'DYc','Zcc5070':'DYc','Zcc70100':'DYc','Zcc100':'DYc','Zbb':'DYb','Zbb5070':'DYb','Zbb70100':'DYb','Zbb100':'DYb','ZZ-light':'VV','WW':'VV','WZ':'VV','ZZ':'VV','TT':'TT','ST_s':'ST','ST_t':'ST','ST_tW':'ST','STbar_s':'ST','STbar_t':'ST','STbar_tW':'ST','Zee':'Data','Zmm':'Data','ZZ-bb':'VV'}
12
13
14	+	#how and which groups in the plot
15	+	setup: DYlight,DYc,DYb,TT,ST,VV,ZH
16
17	<	[Compare]
18	<	cutA: EE
76	<	cutB: MM
17	>	#colors
18	>	colorDict: {'DYlight':401,'DYc':41,'DYb':5,'TT':596,'ST':602,'VV':17,'ZH':2}
19
20	<	Hmass: H.mass,H_mass,Higgs mass,20,0,250,Higgs_mass_compare.png,noCut
21	<	Hpt: H.pt,Higgs_pt,Higgs pt,20,100,400,Higgs_pt_compare.png,noCut
22	<	Vpt: V.pt,Vector_pt,Vector pt,20,100,400,Vector_pt_compare.png,noCut
23	<	HVdPhi: HVdPhi,HVdPhi,Higgs Vector delta phi,20,0,3.2,HVdPhi_compare.png,noCut
24	<	Vmass: V.mass,Vmass,Vectro mass,20,75,105,Vector_mass_compare.png,noCut
25	<	HdR: H.dR,Higgs_dR,Higgs delta R,20,0,4,Higgs_dR_compare.png,noCut
26	<	csv0: hJet_csv[0],hJet_csv0,CSV of hJet[0],20,0.2,1,csv0_compare.png,noCut
27	<	csv1: hJet_csv[1],hJet_csv1,CSV of hJet[1],20,0.2,1,csv1_compare.png,noCut
28	<	AK7: deltaPullAngleAK7,deltaPullAngleAK7,deltaPullAngleAK7,20,-3.5,3.5,deltaPullAngleAK7_compare.png,noCut
29	<	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
20	>	#To be processed
21	>	List: RTight,RMed,Light_RTight,bb_RTight,Top_RTight,Light_RMed,bb_RMed,Top_RMed
22	>	# RTight,RMed #,Light
23	>
24	>	#var definition
25	>	BDT_vars: Hmass,Hpt,Vpt,HVdPhi,Vmass,HdR,csv0,csv1,AK7,Sum
26	>	BDTs: BDT_RTight,BDT_RMed
27	>
28	>	[Plot:RTight]
29	>	Datas: Zee Zmm
30	>	Normalize: False
31	>	vars: <!Plot_general|BDTs!>
32	>	Signal: ZH125
33	>	log: True
34	>	blind: True
35	>
36	>	[Plot:RMed]
37	>	Datas: Zee Zmm
38	>	Normalize: False
39	>	vars: <!Plot_general|BDTs!>
40	>	Signal: ZH125
41	>	log: True
42	>	blind: True
43	>
44	>	[Plot:Light_RTight]
45	>	Datas: Zee Zmm
46	>	Normalize: True
47	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
48	>	#vars: BDT_RTight
49	>	Signal: ZH125
50	>	log: False
51	>	blind: False
52
53	<	BKG: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
54	<	SIG: ZH115
55	<	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)
53	>	[Plot:Top_RTight]
54	>	Datas: Zee Zmm
55	>	Normalize: True
56	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
57	>	#vars: <!Plot_general|BDT_vars!>
58	>	Signal: ZH125
59	>	log: False
60	>	blind: False
61
62	+	[Plot:bb_RTight]
63	+	Datas: Zee Zmm
64	+	Normalize: True
65	+	#vars: <!Plot_general|BDT_vars!>
66	+	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
67	+	Signal: ZH125
68	+	log: False
69	+	blind: False
70
71	+	[Plot:Light_RMed]
72	+	Datas: Zee Zmm
73	+	Normalize: True
74	+	#vars: <!Plot_general|BDT_vars!>
75	+	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
76	+	Signal: ZH125
77	+	log: False
78	+	blind: False
79
80	<	[FoM]
81	<	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
82	<	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
80	>	[Plot:Top_RMed]
81	>	Datas: Zee Zmm
82	>	Normalize: True
83	>	#vars: <!Plot_general|BDT_vars!>
84	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
85	>	Signal: ZH125
86	>	log: False
87	>	blind: False
88
89	<	#RCuts
90	<	BB_RTight_ZH115: BB_RTight_ZH115.nominal,FoM_BB_RTight_ZH115,Figure of Merit,100,-1,1,FoM_BB_RTight_ZH115.png,noCut
91	<	BB_RMed_ZH115: BB_RMed_ZH115.nominal,FoM_BB_RMed_ZH115,Figure of Merit,100,-1,1,FoM_BB_RMed_ZH115.png,noCut
92	<	BB_RLoose_ZH115: BB_RLoose_ZH115.nominal,FoM_BB_RLoose_ZH115,Figure of Merit,100,-1,1,FoM_BB_RLoose_ZH115.png,noCut
93	<	BB_RTight_ZH115_noVmass: BB_RTight_ZH115_noVmass.nominal,FoM_BB_RTight_ZH115_noVmass,Figure of Merit,100,-1,1,FoM_BB_RTight_ZH115_noVmass.png,noCut
94	<	BB_RTight_ZH115_MET: BB_RTight_ZH115_MET.nominal,FoM_BB_RTight_ZH115_MET,Figure of Merit,100,-1,1,FoM_BB_RTight_ZH115_MET.png,noCut
89	>	[Plot:bb_RMed]
90	>	Datas: Zee Zmm
91	>	Normalize: True
92	>	#vars: <!Plot_general|BDT_vars!>
93	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
94	>	Signal: ZH125
95	>	log: False
96	>	blind: False
97
106	–	# GENERAL SETUP FoM:
107	–	BKG: Zudsg Zudsg_pt120 Zbb Zbb_pt120 Zcc Zcc_pt120 WW WZ ZZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
108	–	SIG: ZH115
98
99		###########################################################################################
100		# REGRESSION
101		[Regression]
102	<	regWeight = ../data/MVA_BDT_REG_Jun16.weights.xml
103	<	regDict = {"Jet_pt": "hJet_pt", "Jet_eta": "hJet_eta", "Jet_e": "hJet_e", "Jet_ptRaw": "hJet_ptRaw", "Jet_chf": "hJet_chf","Jet_nconstituents": "hJet_nconstituents", "Jet_vtxPt": "hJet_vtxPt", "Jet_vtx3dL": "hJet_vtx3dL", "Jet_vtx3deL": "hJet_vtx3deL"}
104	<	regVars = ["Jet_pt","Jet_eta","Jet_e","Jet_ptRaw", "Jet_chf","Jet_nconstituents", "Jet_vtxPt", "Jet_vtx3dL", "Jet_vtx3deL"]
102	>	regWeight = ../data/MVA_BDT_REG_Sept28.weights.xml
103	>	regDict = {"Jet_pt": "hJet_pt", "Jet_eta": "hJet_eta", "Jet_e": "hJet_e", "Jet_ptRaw": "hJet_ptRaw","Jet_cef": "hJet_cef", "Jet_chf": "hJet_chf","Jet_nconstituents": "hJet_nconstituents","Jet_ptLeadTrack": "hJet_ptLeadTrack", "Jet_vtxPt": "hJet_vtxPt", "Jet_vtxMass": "hJet_vtxMass", "Jet_vtx3dL": "hJet_vtx3dL", "Jet_vtx3deL": "hJet_vtx3deL","Jet_SoftLeptptRel":"hJet_SoftLeptptRel","Jet_SoftLeptPt":"hJet_SoftLeptPt","Jet_SoftLeptdR":"hJet_SoftLeptdR"}
104	>	regVars = ["Jet_pt","Jet_eta","Jet_e","Jet_ptRaw","Jet_cef","Jet_chf","Jet_nconstituents","Jet_ptLeadTrack","Jet_vtxPt","Jet_vtxMass","Jet_vtx3dL", "Jet_vtx3deL","Jet_SoftLeptptRel","Jet_SoftLeptPt","Jet_SoftLeptdR"]
105		useMET = True
106		usePtRaw = True
107	<	useRho25 = False
107	>	useMt = True
108	>	useRho25 = True
109
110		[BTagReshaping]
111	<	library=/shome/nmohr/CMSSW_5_2_4_patch4/src/UserCode/VHbb/interface/BTagReshaping_h.so
111	>	library=<!Directories|vhbbpath!>/interface/BTagReshaping_h.so
112
113		###########################################################################################
114		# LIMIT
#	Line 126 | Line 116 | library=/shome/nmohr/CMSSW_5_2_4_patch4/
116		varName = CMS_vhbb_BDT_Zll
117		range = BDT output,20,-1,1
118
119	+	systematicsnaming7TeV={'JER':'CMS_res_j','JES':'CMS_scale_j','beff':'CMS_eff_b','bmis':'CMS_fake_b_7TeV'}
120	+	systematicsnaming8TeV={'JER':'CMS_res_j','JES':'CMS_scale_j','beff':'CMS_eff_b','bmis':'CMS_fake_b_8TeV'}
121	+
122	+	sys_BDT: ['JER','JES','beff','bmis']
123	+	sys_Mjj: ['JER','JES']
124	+
125	+
126	+	#Add a different Cut (syntax: 'oldVar>newVar?' -> '?' will then automatically be replaced with 'Up'/'Down' for the variations)
127	+
128	+	#sys_cut_suffix: {'JER':'nominal','JES':'nominal','beff':'csv>csv?','bmis':'csv>csvF?'}
129	+	sys_cut_suffix: {'JER':'nominal','JES':'nominal','beff':'nominal','bmis':'nominal'}
130	+
131	+	weightF_sys: False
132	+
133	+	#Example of sample systematic, in this case the ZZ sample is replaced by WZ
134	+	#addSample_sys: {'ZZ':'WZ'}
135	+
136	+	# bin-by-bin statistics
137	+	binstat: True
138	+
139	+
140	+	blind: True
141	+	#### rescaling by factor 4
142	+	scaling: True
143	+	#rescale stats
144	+	rescaleSqrtN: False
145	+
146	+	BKG = ['Zudsg','Zudsg5070','Zudsg70100','Zudsg100','Zcc','Zcc5070','Zcc70100','Zcc100','Zbb','Zbb5070','Zbb70100','Zbb100','ZZ','WW','WZ','TT','ST_s','ST_t','ST_tW','STbar_s','STbar_t','STbar_tW']
147	+
148	+	#Groups for adding samples together
149	+	Group: {'ZH110':'ZH','ZH115':'ZH','ZH120':'ZH','ZH125':'ZH','ZH130':'ZH','ZH135':'ZH', 'Zudsg':'DYlight','Zudsg5070':'DYlight','Zudsg70100':'DYlight','Zudsg100':'DYlight','Zcc':'DYlight','Zcc5070':'DYlight','Zcc70100':'DYlight','Zcc100':'DYlight','Zbb':'DYb','Zbb5070':'DYb','Zbb70100':'DYb','Zbb100':'DYb','ZZ-light':'VV','WW':'VV','WZ':'VV','ZZ':'VV','TT':'TT','ST_s':'ST','ST_t':'ST','ST_tW':'ST','STbar_s':'ST','STbar_t':'ST','STbar_tW':'ST','Zee':'Data','Zmm':'Data','ZZ-bb':'VV'}
150	+	#naming for DC
151	+	Dict: {'ZH':'VH','DYlight':'ZjLF','DYb':'ZjHF','TT':'TT','ST':'s_Top','VV':'VV','ZZ-bb':'ZZbb','Data':'data_obs'}
152	+
153	+	#SETUP DATACARD (1st Signal, afterwards BKG)
154	+	setup: ['ZH', 'DYlight','DYb','VV','TT','ST']
155	+
156	+
157	+	[Datacard]
158	+
159	+	InUse: ['lumi_8TeV','pdf_qqbar','pdf_gg','QCDscale_VH','QCDscale_ttbar','QCDscale_VV','QCDscale_QCD','CMS_vhbb_boost_EWK','CMS_vhbb_boost_QCD','CMS_vhbb_ST','CMS_vhbb_VV','CMS_vhbb_ZjLF_ex','CMS_vhbb_ZjHF_ex','CMS_vhbb_TT_ex','CMS_eff_e','CMS_eff_m','CMS_trigger_e','CMS_trigger_m','CMS_vhbb_trigger_MET','CMS_vhbb_ZjLF_SF_8TeV','CMS_vhbb_ZjHF_SF_8TeV','CMS_vhbb_TT_SF_8TeV']
160	+
161	+	lumi_7TeV: {'type':'lnN', 'ZH':1.022,'ST':1.022,'VV':1.022}
162	+
163	+	lumi_8TeV: {'type':'lnN', 'ZH':1.05,'ST':1.05,'VV':1.05}
164	+
165	+	pdf_qqbar: {'type':'lnN', 'ZH':1.01,'VV':1.01}
166	+	pdf_gg: {'type':'lnN', 'ST':1.01,'QCD':1.01}
167	+	QCDscale_VH: {'type':'lnN', 'ZH':1.04}
168	+	QCDscale_ttbar: {'type':'lnN', 'ST':1.06}
169	+	QCDscale_VV: {'type':'lnN', 'VV':1.04}
170	+	QCDscale_QCD: {'type':'lnN', 'QCD':1.30}
171	+	CMS_vhbb_boost_EWK: {'type':'lnN', 'ZH':1.05}
172	+	CMS_vhbb_boost_QCD: {'type':'lnN', 'ZH':1.10}
173	+	CMS_vhbb_ST: {'type':'lnN', 'ST':1.29}
174	+	CMS_vhbb_VV: {'type':'lnN', 'VV':1.30}
175	+	CMS_vhbb_ZjLF_ex: {'type':'lnN', 'DYlight':1.05}
176	+	CMS_vhbb_ZjHF_ex: {'type':'lnN', 'DYb':1.05}
177	+	CMS_vhbb_TT_ex: {'type':'lnN', 'TT':1.05}
178	+	CMS_vhbb_ZjLF_ex_8TeV: {'type':'lnN', 'DYlight':1.05}
179	+	CMS_vhbb_ZjHF_ex_8TeV: {'type':'lnN', 'DYb':1.05}
180	+	CMS_vhbb_TT_ex_8TeV: {'type':'lnN', 'TT':1.05}
181	+	CMS_eff_e: {'type':'lnN', 'ZH':1.04, 'ST':1.04,'VV':1.04,'QCD':1.04}
182	+	CMS_trigger_e: {'type':'lnN','ZH':1.02, 'ST':1.02,'VV':1.02 }
183	+	CMS_eff_m: {'type':'lnN',  'ZH':1.04, 'ST':1.04,'VV':1.04,'QCD':1.04}
184	+	CMS_trigger_m: {'type':'lnN', 'ZH':1.01, 'ST':1.01,'VV':1.01 }
185	+	CMS_vhbb_trigger_MET: {'type':'lnN'}
186	+
187	+	CMS_vhbb_ZjLF_SF_7TeV: {'type':'lnN', 'DYlight':1.198 ,'DYb':0.875 ,'TT':1.003}
188	+	CMS_vhbb_ZjHF_SF_7TeV: {'type':'lnN', 'DYlight':0.873 ,'DYb':1.202 ,'TT':0.957}
189	+	CMS_vhbb_TT_SF_7TeV: {'type':'lnN',  'DYlight':1.002 ,'DYb':0.974 ,'TT':1.123}
190	+
191	+	CMS_vhbb_ZjLF_SF_8TeV: {'type':'lnN', 'DYlight':1.040 ,'DYb':0.974 ,'TT':1.001}
192	+	CMS_vhbb_ZjHF_SF_8TeV: {'type':'lnN', 'DYlight':0.897 ,'DYb':1.162 ,'TT':0.966}
193	+	CMS_vhbb_TT_SF_8TeV: {'type':'lnN',  'DYlight':1.002 ,'DYb':0.983 ,'TT':1.079}
194	+
195	+
196	+
197		[Limit]
198
199		#Mjj low EE
#	Line 211 | Line 279 | factoryname: MVA
279		factorysettings: !V:!Silent:Color:DrawProgressBar:AnalysisType=Classification:Transformations=I
280		#:Transformations=I;D;P;G,D
281
214	–
282		[MVALists]
283	<	#list of all: RTight_ZH110,RTight_ZH115,RTight_ZH120,RTight_ZH125,RTight_ZH130,RTight_ZH135,RMed_ZH110,RMed_ZH115,RMed_ZH120,RMed_ZH125,RMed_ZH130,RMed_ZH135
283	>	#List_for_submitscript: RTight_ZH110,RTight_ZH115,RTight_ZH120,RTight_ZH125,RTight_ZH130,RTight_ZH135,RMed_ZH110,RMed_ZH115,RMed_ZH120,RMed_ZH125,RMed_ZH130,RMed_ZH135
284	>	#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
285	>	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
286
287		[RTight_ZZ_may]
288		MVAtype: <!MVAGeneral|type!>
#	Line 363 | Line 432 | maxBtag = max(hJet_csv[0],hJet_csv[1])
432		tlBtag = <!ZHbb|maxBtag!> > <!ZHbb|CSVT!> & <!ZHbb|minBtag!> > <!ZHbb|CSVC!>
433		ntBtag = !(hJet_csv[0] > <!ZHbb|CSVT!> | hJet_csv[1] > <!ZHbb|CSVT!>)
434		twoCSV0 = hJet_csv[0] > 0. & hJet_csv[1] > 0.
435	<	preselection = hJet_pt[0] > 20. & hJet_pt[1] > 20. & abs(hJet_eta[0]) < 2.4 & abs(hJet_eta[1]) < 2.4 & hbhe & EVENT.json & hJet_puJetIdL[0] > 0. & hJet_puJetIdL[1] > 0.
435	>	preselection = hJet_pt[0] > 30. & hJet_pt[1] > 30. & abs(hJet_eta[0]) < 2.4 & abs(hJet_eta[1]) < 2.4 & hbhe & hJet_puJetIdL[0] > 0. & hJet_puJetIdL[1] > 0.
436		zWindow = V.mass > 75. & V.mass < 105
437		zVeto =  (V.mass > 105 | V.mass < 75.)
438		noAddJet = Sum$(aJet_pt > 20 & abs(aJet_eta) < 2.4) == 0
#	Line 397 | Line 466 | Light: <!ZHbb|preselection!> & <!ZHbb|no
466		Top = <!ZHbb|preselection!> & <!ZHbb|upperHMass!> & <!ZHbb|tlBtag!> & <!ZHbb|zVeto!> & H.pt > 100.
467		bb = <!ZHbb|preselection!> & <!ZHbb|vetoHMass!> & <!ZHbb|upperHMass!> & <!ZHbb|zWindow!> & <!ZHbb|tlBtag!> & <!ZHbb|max1AddJet!> & <!ZHbb|dPhiVH!>
468
469	+	Light_RTight = <!Cuts|Light!> & <!ZHbb|rTight!>
470	+	Top_RTight = <!Cuts|Top!> & <!ZHbb|rTight!>
471	+	bb_RTight = <!Cuts|bb!> & <!ZHbb|rTight!>
472	+
473	+	Light_RMed = <!Cuts|Light!> & <!ZHbb|rMed!>
474	+	Top_RMed = <!Cuts|Top!> & <!ZHbb|rMed!>
475	+	bb_RMed = <!Cuts|bb!> & <!ZHbb|rMed!>
476	+
477		#lepton individual
478		RTight_EE: Vtype==1 & (triggerFlags[5]>0 || triggerFlags[6]>0) & <!Cuts|RTight!>
479		RTight_MM: Vtype==0 & (triggerFlags[14]>0 || triggerFlags[21]>0 || triggerFlags[22]>0 || triggerFlags[23]>0) & <!Cuts|RTight!>

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