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Comparing UserCode/VHbb/python/config8TeV (file contents):
Revision 1.5 by nmohr, Thu Sep 20 12:57:21 2012 UTC vs.
Revision 1.29 by nmohr, Tue Oct 9 09:59:08 2012 UTC

#	Line 1 | Line 1
1		[Analysis]
2		tag = 8TeV
3
4	+	# If this Flag is used 50% of MC samples will go in training and the rest will be scaled up by a factor of 2.
5	+	TrainFlag = False
6		###########################################################################################
5	–	# Plotting etc...
6	–	[Plot]
7
8	<	#May23
8	>	[Plot_general]
9	>	#In Use:
10	>	samples: 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,ST_s,ST_t,ST_tW,STbar_s,STbar_t,STbar_tW,ZH125
11	>
12	>	#Groups for adding samples together
13	>	Group: {'ZH110':'ZH','ZH115':'ZH','ZH120':'ZH','ZH125':'ZH','ZH130':'ZH','ZH135':'ZH', 'Zudsg':'DYlight','Zudsg1J':'DYlight','Zudsg2J':'DYlight','Zudsg4J':'DYlight','Zudsg5070':'DYlight','Zudsg70100':'DYlight','Zudsg100':'DYlight','Zcc':'DYc','Zcc1J':'DYc','Zcc2J':'DYc','Zcc4J':'DYc','Zcc5070':'DYc','Zcc70100':'DYc','Zcc100':'DYc','Zbb':'DYb','Zbb1J':'DYb','Zbb2J':'DYb','Zbb4J':'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'}
14	>
15	>	#how and which groups in the plot
16	>	setup: ZH,VV,DYb,DYc,DYlight,TT,ST
17	>	setupLog: DYb,DYc,DYlight,TT,ST,VV,ZH
18	>
19	>	#colors
20	>	colorDict: {'DYlight':401,'DYc':41,'DYb':5,'TT':596,'ST':602,'VV':17,'ZH':2}
21	>	typLegendDict: {'DYlight':'Z+udsg','DYc':'Z + c#bar{c}','DYb':'Z + b#bar{b}','TT':'t#bar{t}','ST':'Single top','VV':'VV','ZH':'ZH(125 GeV)'}
22	>
23	>	addOverFlow = True
24	>
25	>	#To be processed
26	>	List: ZLight_HighPt_Zee,ZLight_LowPt_Zee,Zbb_Zee,TTbar_Zee,ZLight_HighPt_Zmm,ZLight_LowPt_Zmm,Zbb_Zmm,TTbar_Zmm
27	>	#List: RTight,RMed
28	>	#,Light
29	>
30	>	#var definition
31	>	#BDT_vars: Hmass,Hpt,Vpt,HVdPhi,Vmass,HdR,csv0,csv1,AK7,Sum
32	>	BDT_vars: Hmass,Hpt,Vpt,HVdPhi,Vmass,HdR,HdEta,minCSV,maxCSV,hJet0pt,hJet1pt,PullAngle,PullAngle2,rHVpt
33	>	#BDTs: BDT8_RTight,BDT8_RMed
34	>	BDTs: Sum
35	>	#BDT_RTight,BDT_RMed
36	>
37	>	[Plot:HighPt_Zee]
38	>	Datas: Zee
39	>	Normalize: False
40	>	vars: <!Plot_general|BDTs!>
41	>	Signal: ZH125
42	>	log: False
43	>	blind: True
44	>
45	>	[Plot:LowPt_Zee]
46	>	Datas: Zee
47	>	Normalize: False
48	>	vars: <!Plot_general|BDTs!>
49	>	Signal: ZH125
50	>	log: False
51	>	blind: True
52	>
53	>	[Plot:HighPt_Zmm]
54	>	Datas: Zmm
55	>	Normalize: False
56	>	vars: <!Plot_general|BDTs!>
57	>	Signal: ZH125
58	>	log: False
59	>	blind: True
60	>
61	>	[Plot:LowPt_Zmm]
62	>	Datas: Zmm
63	>	Normalize: False
64	>	vars: <!Plot_general|BDTs!>
65	>	Signal: ZH125
66	>	log: False
67	>	blind: True
68	>
69	>	[Plot:ZLight_HighPt_Zee]
70	>	Datas: Zee
71	>	Normalize: True
72	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
73	>	#vars: BDT_RTight
74	>	Signal: ZH125
75	>	log: False
76	>	blind: False
77	>
78	>	[Plot:ZLight_LowPt_Zee]
79	>	Datas: Zee
80	>	Normalize: True
81	>	#vars: <!Plot_general|BDT_vars!>
82	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
83	>	Signal: ZH125
84	>	log: False
85	>	blind: False
86	>
87	>	[Plot:TTbar_Zee]
88	>	Datas: Zee
89	>	Normalize: True
90	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
91	>	#vars: <!Plot_general|BDT_vars!>
92	>	Signal: ZH125
93	>	log: False
94	>	blind: False
95	>
96	>	[Plot:Zbb_Zee]
97	>	Datas: Zee
98	>	Normalize: True
99	>	#vars: <!Plot_general|BDT_vars!>
100	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
101	>	Signal: ZH125
102	>	log: False
103	>	blind: False
104	>
105	>	[Plot:ZLight_HighPt_Zmm]
106	>	Datas: Zmm
107	>	Normalize: True
108	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
109	>	#vars: BDT_RTight
110	>	Signal: ZH125
111	>	log: False
112	>	blind: False
113	>
114	>	[Plot:ZLight_LowPt_Zmm]
115	>	Datas: Zmm
116	>	Normalize: True
117	>	#vars: <!Plot_general|BDT_vars!>
118	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
119	>	Signal: ZH125
120	>	log: False
121	>	blind: False
122	>
123	>	[Plot:TTbar_Zmm]
124	>	Datas: Zmm
125	>	Normalize: True
126	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
127	>	#vars: <!Plot_general|BDT_vars!>
128	>	Signal: ZH125
129	>	log: False
130	>	blind: False
131	>
132	>	[Plot:Zbb_Zmm]
133	>	Datas: Zmm
134	>	Normalize: True
135	>	#vars: <!Plot_general|BDT_vars!>
136	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
137	>	Signal: ZH125
138	>	log: False
139	>	blind: False
140	>
141
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
71	–
72	–
73	–
74	–	[Compare]
75	–	cutA: EE
76	–	cutB: MM
77	–
78	–	Hmass: H.mass,H_mass,Higgs mass,20,0,250,Higgs_mass_compare.png,noCut
79	–	Hpt: H.pt,Higgs_pt,Higgs pt,20,100,400,Higgs_pt_compare.png,noCut
80	–	Vpt: V.pt,Vector_pt,Vector pt,20,100,400,Vector_pt_compare.png,noCut
81	–	HVdPhi: HVdPhi,HVdPhi,Higgs Vector delta phi,20,0,3.2,HVdPhi_compare.png,noCut
82	–	Vmass: V.mass,Vmass,Vectro mass,20,75,105,Vector_mass_compare.png,noCut
83	–	HdR: H.dR,Higgs_dR,Higgs delta R,20,0,4,Higgs_dR_compare.png,noCut
84	–	csv0: hJet_csv[0],hJet_csv0,CSV of hJet[0],20,0.2,1,csv0_compare.png,noCut
85	–	csv1: hJet_csv[1],hJet_csv1,CSV of hJet[1],20,0.2,1,csv1_compare.png,noCut
86	–	AK7: deltaPullAngleAK7,deltaPullAngleAK7,deltaPullAngleAK7,20,-3.5,3.5,deltaPullAngleAK7_compare.png,noCut
87	–	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
88	–
89	–	BKG: Zusdcg Zusdcg_pt100 Zbb Zbb_pt100 WW WZ ZZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
90	–	SIG: ZH115
91	–	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)
92	–
93	–
94	–
95	–	[FoM]
96	–	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
97	–	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
98	–
99	–	#RCuts
100	–	BB_RTight_ZH115: BB_RTight_ZH115.nominal,FoM_BB_RTight_ZH115,Figure of Merit,100,-1,1,FoM_BB_RTight_ZH115.png,noCut
101	–	BB_RMed_ZH115: BB_RMed_ZH115.nominal,FoM_BB_RMed_ZH115,Figure of Merit,100,-1,1,FoM_BB_RMed_ZH115.png,noCut
102	–	BB_RLoose_ZH115: BB_RLoose_ZH115.nominal,FoM_BB_RLoose_ZH115,Figure of Merit,100,-1,1,FoM_BB_RLoose_ZH115.png,noCut
103	–	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
104	–	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
105	–
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
142
143		###########################################################################################
144		# REGRESSION
145		[Regression]
146		regWeight = ../data/MVA_BDT_REG_Jun16.weights.xml
147	<	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"}
148	<	regVars = ["Jet_pt","Jet_eta","Jet_e","Jet_ptRaw", "Jet_chf","Jet_nconstituents", "Jet_vtxPt", "Jet_vtx3dL", "Jet_vtx3deL"]
147	>	regDict = {"Jet_pt": "hJet_pt[0]", "Jet_eta": "hJet_eta[0]", "Jet_e": "hJet_e[0]", "Jet_ptRaw": "Jet_ptRaw", "Jet_chf": "hJet_chf[0]","Jet_nconstituents": "hJet_nconstituents[0]", "Jet_vtxPt": "hJet_vtxPt[0]", "Jet_vtx3dL": "hJet_vtx3dL[0]", "Jet_vtx3deL": "hJet_vtx3deL[0]", "Jet_MET_dPhi": "Jet_MET_dPhi", 'METet': 'METet'}
148	>	regVars = ["Jet_pt","Jet_eta","Jet_e","Jet_ptRaw", "Jet_chf","Jet_nconstituents", "Jet_vtxPt", "Jet_vtx3dL", "Jet_vtx3deL", "Jet_MET_dPhi", "METet"]
149		useMET = True
150		usePtRaw = True
151		useRho25 = False
152	+	useMt = False
153
154		[BTagReshaping]
155	<	library=<!Directories|vhbbpath!>/inteface/BTagReshaping_h.so
155	>	library=<!Directories|vhbbpath!>/interface/BTagReshaping_h.so
156
157		###########################################################################################
158		# LIMIT
159		[LimitGeneral]
160		varName = CMS_vhbb_BDT_Zll
161	<	range = BDT output,20,-1,1
161	>	range = BDT output,10,-1,1
162	>
163	>	systematicsnaming7TeV={'JER':'CMS_res_j','JES':'CMS_scale_j','beff':'CMS_eff_b','bmis':'CMS_fake_b_7TeV'}
164	>	systematicsnaming8TeV={'JER':'CMS_res_j','JES':'CMS_scale_j','beff':'CMS_eff_b','bmis':'CMS_fake_b_8TeV'}
165	>
166	>	sys_BDT: ['JER','JES','beff','bmis']
167	>	sys_Mjj: ['JER','JES']
168	>
169	>
170	>	#Add a different Cut (syntax: 'oldVar>newVar?' -> '?' will then automatically be replaced with 'Up'/'Down' for the variations)
171	>
172	>	#sys_cut_suffix: {'JER':'nominal','JES':'nominal','beff':'csv>csv?','bmis':'csv>csvF?'}
173	>	sys_cut_suffix: {'JER':'nominal','JES':'nominal','beff':'nominal','bmis':'nominal'}
174	>
175	>	weightF_sys: False
176	>
177	>	#Example of sample systematic, in this case the ZZ sample is replaced by WZ
178	>	#addSample_sys: {'ZZ':'WZ'}
179	>
180	>	# bin-by-bin statistics
181	>	binstat: True
182	>
183	>
184	>	blind: False
185	>	#### rescaling by factor 4
186	>	scaling: True
187	>	#rescale stats
188	>	rescaleSqrtN: False
189	>
190	>	BKG = ['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','ST_s','ST_t','ST_tW','STbar_s','STbar_t','STbar_tW']
191	>
192	>	#Groups for adding samples together
193	>	#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'}
194	>
195	>	Group: {'ZH110':'ZH','ZH115':'ZH','ZH120':'ZH','ZH125':'ZH','ZH130':'ZH','ZH135':'ZH', 'Zudsg':'DYlight','Zudsg1J':'DYlight','Zudsg2J':'DYlight','Zudsg4J':'DYlight','Zudsg5070':'DYlight','Zudsg70100':'DYlight','Zudsg100':'DYlight','Zcc':'DYlight','Zcc1J':'DYlight','Zcc2J':'DYlight','Zcc4J':'DYlight','Zcc5070':'DYlight','Zcc70100':'DYlight','Zcc100':'DYlight','Zbb':'DYb','Zbb1J':'DYb','Zbb2J':'DYb','Zbb4J':'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'}
196	>
197	>
198	>	#naming for DC
199	>	Dict: {'ZH':'VH','DYlight':'ZjLF','DYb':'ZjHF','TT':'TT','ST':'s_Top','VV':'VV','ZZ-bb':'ZZbb','Data':'data_obs'}
200	>
201	>	#SETUP DATACARD (1st Signal, afterwards BKG)
202	>	setup: ['ZH', 'DYlight','DYb','VV','TT','ST']
203	>
204	>	#to be processed
205	>	#List: RTight_ZH125_EE_8TeV_may,RMed_ZH125_EE_8TeV_may,RTight_ZH125_MM_8TeV_may,RMed_ZH125_MM_8TeV_may,RTight_ZH125_EE_8TeV_oct,RMed_ZH125_EE_8TeV_oct,RTight_ZH125_MM_8TeV_oct,RMed_ZH125_MM_8TeV_oct
206	>	List: RTight_ZH125_EE_8TeV,RMed_ZH125_EE_8TeV,RTight_ZH125_MM_8TeV,RMed_ZH125_MM_8TeV
207	>	#List: RTight_ZH125_EE_8TeV_oct,RMed_ZH125_EE_8TeV_oct,RTight_ZH125_MM_8TeV_oct,RMed_ZH125_MM_8TeV_oct
208	>
209	>	[Datacard]
210	>
211	>	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']
212	>
213	>	lumi_7TeV: {'type':'lnN', 'ZH':1.022,'ST':1.022,'VV':1.022}
214	>
215	>	lumi_8TeV: {'type':'lnN', 'ZH':1.05,'ST':1.05,'VV':1.05}
216	>
217	>	pdf_qqbar: {'type':'lnN', 'ZH':1.01,'VV':1.01}
218	>	pdf_gg: {'type':'lnN', 'ST':1.01,'QCD':1.01}
219	>	QCDscale_VH: {'type':'lnN', 'ZH':1.04}
220	>	QCDscale_ttbar: {'type':'lnN', 'ST':1.06}
221	>	QCDscale_VV: {'type':'lnN', 'VV':1.04}
222	>	QCDscale_QCD: {'type':'lnN', 'QCD':1.30}
223	>	CMS_vhbb_boost_EWK: {'type':'lnN', 'ZH':1.05}
224	>	CMS_vhbb_boost_QCD: {'type':'lnN', 'ZH':1.10}
225	>	CMS_vhbb_ST: {'type':'lnN', 'ST':1.29}
226	>	CMS_vhbb_VV: {'type':'lnN', 'VV':1.30}
227	>	CMS_vhbb_ZjLF_ex: {'type':'lnN', 'DYlight':1.05}
228	>	CMS_vhbb_ZjHF_ex: {'type':'lnN', 'DYb':1.05}
229	>	CMS_vhbb_TT_ex: {'type':'lnN', 'TT':1.05}
230	>	CMS_vhbb_ZjLF_ex_8TeV: {'type':'lnN', 'DYlight':1.05}
231	>	CMS_vhbb_ZjHF_ex_8TeV: {'type':'lnN', 'DYb':1.05}
232	>	CMS_vhbb_TT_ex_8TeV: {'type':'lnN', 'TT':1.05}
233	>	CMS_eff_e: {'type':'lnN', 'ZH':1.04, 'ST':1.04,'VV':1.04,'QCD':1.04}
234	>	CMS_trigger_e: {'type':'lnN','ZH':1.02, 'ST':1.02,'VV':1.02 }
235	>	CMS_eff_m: {'type':'lnN',  'ZH':1.04, 'ST':1.04,'VV':1.04,'QCD':1.04}
236	>	CMS_trigger_m: {'type':'lnN', 'ZH':1.01, 'ST':1.01,'VV':1.01 }
237	>	CMS_vhbb_trigger_MET: {'type':'lnN'}
238	>
239	>	CMS_vhbb_ZjLF_SF_7TeV: {'type':'lnN', 'DYlight':1.198 ,'DYb':0.875 ,'TT':1.003}
240	>	CMS_vhbb_ZjHF_SF_7TeV: {'type':'lnN', 'DYlight':0.873 ,'DYb':1.202 ,'TT':0.957}
241	>	CMS_vhbb_TT_SF_7TeV: {'type':'lnN',  'DYlight':1.002 ,'DYb':0.974 ,'TT':1.123}
242	>
243	>	CMS_vhbb_ZjLF_SF_8TeV: {'type':'lnN', 'DYlight':1.040 ,'DYb':0.974 ,'TT':1.001}
244	>	CMS_vhbb_ZjHF_SF_8TeV: {'type':'lnN', 'DYlight':0.897 ,'DYb':1.162 ,'TT':0.966}
245	>	CMS_vhbb_TT_SF_8TeV: {'type':'lnN',  'DYlight':1.002 ,'DYb':0.983 ,'TT':1.079}
246	>
247	>
248
249		[Limit]
250
#	Line 161 | Line 281 | Mjj_highPt_ZH130_MM: H.mass,Mjj,Mjj,25,0
281		Mjj_highPt_ZH135_MM: H.mass,Mjj,Mjj,25,0.,250.,Mjj_highPt_M135_Zmm,Mjj_highPt_MM,Mjj_highPt_MM,ZH135,Zmm,Mjj
282
283		#Tight EE
284	<	RTight_ZH110_EE_8TeV: RTight_ZH110_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M110_ZeeHighPt_8TeV,RTight_EE,RTight_EE,ZH110,ZeeHighPt_8TeV,BDT
285	<	RTight_ZH115_EE_8TeV: RTight_ZH115_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M115_ZeeHighPt_8TeV,RTight_EE,RTight_EE,ZH115,ZeeHighPt_8TeV,BDT
286	<	RTight_ZH120_EE_8TeV: RTight_ZH120_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M120_ZeeHighPt_8TeV,RTight_EE,RTight_EE,ZH120,ZeeHighPt_8TeV,BDT
287	<	RTight_ZH125_EE_8TeV: RTight_ZH125_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M125_ZeeHighPt_8TeV,RTight_EE,RTight_EE,ZH125,ZeeHighPt_8TeV,BDT
288	<	RTight_ZH130_EE_8TeV: RTight_ZH130_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M130_ZeeHighPt_8TeV,RTight_EE,RTight_EE,ZH130,ZeeHighPt_8TeV,BDT
289	<	RTight_ZH135_EE_8TeV: RTight_ZH135_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M135_ZeeHighPt_8TeV,RTight_EE,RTight_EE,ZH135,ZeeHighPt_8TeV,BDT
284	>	RTight_ZH110_EE_8TeV: RTight_ZH110_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M110_ZeeHighPt_8TeV,RTight_EE,RTight_EE,ZH110,ZeeHighPt_8TeV,BDT
285	>	RTight_ZH115_EE_8TeV: RTight_ZH115_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M115_ZeeHighPt_8TeV,RTight_EE,RTight_EE,ZH115,ZeeHighPt_8TeV,BDT
286	>	RTight_ZH120_EE_8TeV: RTight_ZH120_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M120_ZeeHighPt_8TeV,RTight_EE,RTight_EE,ZH120,ZeeHighPt_8TeV,BDT
287	>	RTight_ZH125_EE_8TeV: RTight_ZH125_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M125_ZeeHighPt_8TeV,RTight_EE,RTight_EE,ZH125,ZeeHighPt_8TeV,BDT
288	>	RTight_ZH130_EE_8TeV: RTight_ZH130_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M130_ZeeHighPt_8TeV,RTight_EE,RTight_EE,ZH130,ZeeHighPt_8TeV,BDT
289	>	RTight_ZH135_EE_8TeV: RTight_ZH135_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M135_ZeeHighPt_8TeV,RTight_EE,RTight_EE,ZH135,ZeeHighPt_8TeV,BDT
290
291		#Tight MM
292	<	RTight_ZH110_MM_8TeV: RTight_ZH110_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M110_ZmmHighPt_8TeV,RTight_MM,RTight_MM,ZH110,ZmmHighPt_8TeV,BDT
293	<	RTight_ZH115_MM_8TeV: RTight_ZH115_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M115_ZmmHighPt_8TeV,RTight_MM,RTight_MM,ZH115,ZmmHighPt_8TeV,BDT
294	<	RTight_ZH120_MM_8TeV: RTight_ZH120_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M120_ZmmHighPt_8TeV,RTight_MM,RTight_MM,ZH120,ZmmHighPt_8TeV,BDT
295	<	RTight_ZH125_MM_8TeV: RTight_ZH125_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M125_ZmmHighPt_8TeV,RTight_MM,RTight_MM,ZH125,ZmmHighPt_8TeV,BDT
296	<	RTight_ZH130_MM_8TeV: RTight_ZH130_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M130_ZmmHighPt_8TeV,RTight_MM,RTight_MM,ZH130,ZmmHighPt_8TeV,BDT
297	<	RTight_ZH135_MM_8TeV: RTight_ZH135_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M135_ZmmHighPt_8TeV,RTight_MM,RTight_MM,ZH135,ZmmHighPt_8TeV,BDT
292	>	RTight_ZH110_MM_8TeV: RTight_ZH110_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M110_ZmmHighPt_8TeV,RTight_MM,RTight_MM,ZH110,ZmmHighPt_8TeV,BDT
293	>	RTight_ZH115_MM_8TeV: RTight_ZH115_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M115_ZmmHighPt_8TeV,RTight_MM,RTight_MM,ZH115,ZmmHighPt_8TeV,BDT
294	>	RTight_ZH120_MM_8TeV: RTight_ZH120_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M120_ZmmHighPt_8TeV,RTight_MM,RTight_MM,ZH120,ZmmHighPt_8TeV,BDT
295	>	RTight_ZH125_MM_8TeV: RTight_ZH125_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M125_ZmmHighPt_8TeV,RTight_MM,RTight_MM,ZH125,ZmmHighPt_8TeV,BDT
296	>	RTight_ZH130_MM_8TeV: RTight_ZH130_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M130_ZmmHighPt_8TeV,RTight_MM,RTight_MM,ZH130,ZmmHighPt_8TeV,BDT
297	>	RTight_ZH135_MM_8TeV: RTight_ZH135_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M135_ZmmHighPt_8TeV,RTight_MM,RTight_MM,ZH135,ZmmHighPt_8TeV,BDT
298
299		#Med EE
300	<	RMed_ZH110_EE_8TeV: RMed_ZH110_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M110_ZeeLowPt_8TeV,RMed_EE,RMed_EE,ZH110,ZeeLowPt_8TeV,BDT
301	<	RMed_ZH115_EE_8TeV: RMed_ZH115_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M115_ZeeLowPt_8TeV,RMed_EE,RMed_EE,ZH115,ZeeLowPt_8TeV,BDT
302	<	RMed_ZH120_EE_8TeV: RMed_ZH120_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M120_ZeeLowPt_8TeV,RMed_EE,RMed_EE,ZH120,ZeeLowPt_8TeV,BDT
303	<	RMed_ZH125_EE_8TeV: RMed_ZH125_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M125_ZeeLowPt_8TeV,RMed_EE,RMed_EE,ZH125,ZeeLowPt_8TeV,BDT
304	<	RMed_ZH130_EE_8TeV: RMed_ZH130_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M130_ZeeLowPt_8TeV,RMed_EE,RMed_EE,ZH130,ZeeLowPt_8TeV,BDT
305	<	RMed_ZH135_EE_8TeV: RMed_ZH135_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M135_ZeeLowPt_8TeV,RMed_EE,RMed_EE,ZH135,ZeeLowPt_8TeV,BDT
300	>	RMed_ZH110_EE_8TeV: RMed_ZH110_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M110_ZeeLowPt_8TeV,RMed_EE,RMed_EE,ZH110,ZeeLowPt_8TeV,BDT
301	>	RMed_ZH115_EE_8TeV: RMed_ZH115_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M115_ZeeLowPt_8TeV,RMed_EE,RMed_EE,ZH115,ZeeLowPt_8TeV,BDT
302	>	RMed_ZH120_EE_8TeV: RMed_ZH120_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M120_ZeeLowPt_8TeV,RMed_EE,RMed_EE,ZH120,ZeeLowPt_8TeV,BDT
303	>	RMed_ZH125_EE_8TeV: RMed_ZH125_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M125_ZeeLowPt_8TeV,RMed_EE,RMed_EE,ZH125,ZeeLowPt_8TeV,BDT
304	>	RMed_ZH130_EE_8TeV: RMed_ZH130_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M130_ZeeLowPt_8TeV,RMed_EE,RMed_EE,ZH130,ZeeLowPt_8TeV,BDT
305	>	RMed_ZH135_EE_8TeV: RMed_ZH135_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M135_ZeeLowPt_8TeV,RMed_EE,RMed_EE,ZH135,ZeeLowPt_8TeV,BDT
306
307		#Med MM
308	<	RMed_ZH110_MM_8TeV: RMed_ZH110_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M110_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH110,ZmmLowPt_8TeV,BDT
309	<	RMed_ZH115_MM_8TeV: RMed_ZH115_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M115_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH115,ZmmLowPt_8TeV,BDT
310	<	RMed_ZH120_MM_8TeV: RMed_ZH120_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M120_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH120,ZmmLowPt_8TeV,BDT
311	<	RMed_ZH125_MM_8TeV: RMed_ZH125_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M125_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH125,ZmmLowPt_8TeV,BDT
312	<	RMed_ZH130_MM_8TeV: RMed_ZH130_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M130_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH130,ZmmLowPt_8TeV,BDT
313	<	RMed_ZH135_MM_8TeV: RMed_ZH135_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,BDT output,10,-1,1,BDT_M135_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH135,ZmmLowPt_8TeV,BDT
308	>	RMed_ZH110_MM_8TeV: RMed_ZH110_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M110_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH110,ZmmLowPt_8TeV,BDT
309	>	RMed_ZH115_MM_8TeV: RMed_ZH115_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M115_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH115,ZmmLowPt_8TeV,BDT
310	>	RMed_ZH120_MM_8TeV: RMed_ZH120_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M120_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH120,ZmmLowPt_8TeV,BDT
311	>	RMed_ZH125_MM_8TeV: RMed_ZH125_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M125_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH125,ZmmLowPt_8TeV,BDT
312	>	RMed_ZH130_MM_8TeV: RMed_ZH130_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M130_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH130,ZmmLowPt_8TeV,BDT
313	>	RMed_ZH135_MM_8TeV: RMed_ZH135_may_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M135_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH135,ZmmLowPt_8TeV,BDT
314	>
315	>	#8TeV Training
316	>	RTight_ZH110_EE_8TeV_oct: RTight_ZH110_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M110_ZeeHighPt_8TeV,RTight_EE,RTight_EE,ZH110,ZeeHighPt_8TeV,BDT
317	>	RTight_ZH115_EE_8TeV_oct: RTight_ZH115_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M115_ZeeHighPt_8TeV,RTight_EE,RTight_EE,ZH115,ZeeHighPt_8TeV,BDT
318	>	RTight_ZH120_EE_8TeV_oct: RTight_ZH120_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M120_ZeeHighPt_8TeV,RTight_EE,RTight_EE,ZH120,ZeeHighPt_8TeV,BDT
319	>	RTight_ZH125_EE_8TeV_oct: RTight_ZH125_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M125_ZeeHighPt_8TeV,RTight_EE,RTight_EE,ZH125,ZeeHighPt_8TeV,BDT
320	>	RTight_ZH130_EE_8TeV_oct: RTight_ZH130_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M130_ZeeHighPt_8TeV,RTight_EE,RTight_EE,ZH130,ZeeHighPt_8TeV,BDT
321	>	RTight_ZH135_EE_8TeV_oct: RTight_ZH135_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M135_ZeeHighPt_8TeV,RTight_EE,RTight_EE,ZH135,ZeeHighPt_8TeV,BDT
322	>
323	>	RTightLooseBTag_ZH110_EE_8TeV_oct: RTightLooseBTag_ZH110_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M110_ZeeHighPtLooseBTag_8TeV,RTightLooseBTag_EE,RTightLooseBTag_EE,ZH110,ZeeHighPtLooseBTag_8TeV,BDT
324	>	RTightLooseBTag_ZH115_EE_8TeV_oct: RTightLooseBTag_ZH115_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M115_ZeeHighPtLooseBTag_8TeV,RTightLooseBTag_EE,RTightLooseBTag_EE,ZH115,ZeeHighPtLooseBTag_8TeV,BDT
325	>	RTightLooseBTag_ZH120_EE_8TeV_oct: RTightLooseBTag_ZH120_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M120_ZeeHighPtLooseBTag_8TeV,RTightLooseBTag_EE,RTightLooseBTag_EE,ZH120,ZeeHighPtLooseBTag_8TeV,BDT
326	>	RTightLooseBTag_ZH125_EE_8TeV_oct: RTightLooseBTag_ZH125_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M125_ZeeHighPtLooseBTag_8TeV,RTightLooseBTag_EE,RTightLooseBTag_EE,ZH125,ZeeHighPtLooseBTag_8TeV,BDT
327	>	RTightLooseBTag_ZH130_EE_8TeV_oct: RTightLooseBTag_ZH130_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M130_ZeeHighPtLooseBTag_8TeV,RTightLooseBTag_EE,RTightLooseBTag_EE,ZH130,ZeeHighPtLooseBTag_8TeV,BDT
328	>	RTightLooseBTag_ZH135_EE_8TeV_oct: RTightLooseBTag_ZH135_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M135_ZeeHighPtLooseBTag_8TeV,RTightLooseBTag_EE,RTightLooseBTag_EE,ZH135,ZeeHighPtLooseBTag_8TeV,BDT
329	>
330	>	RMed_ZH110_EE_8TeV_oct: RMed_ZH110_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M110_ZeeLowPt_8TeV,RMed_EE,RMed_EE,ZH110,ZeeLowPt_8TeV,BDT
331	>	RMed_ZH115_EE_8TeV_oct: RMed_ZH115_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M115_ZeeLowPt_8TeV,RMed_EE,RMed_EE,ZH115,ZeeLowPt_8TeV,BDT
332	>	RMed_ZH120_EE_8TeV_oct: RMed_ZH120_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M120_ZeeLowPt_8TeV,RMed_EE,RMed_EE,ZH120,ZeeLowPt_8TeV,BDT
333	>	RMed_ZH125_EE_8TeV_oct: RMed_ZH125_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M125_ZeeLowPt_8TeV,RMed_EE,RMed_EE,ZH125,ZeeLowPt_8TeV,BDT
334	>	RMed_ZH130_EE_8TeV_oct: RMed_ZH130_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M130_ZeeLowPt_8TeV,RMed_EE,RMed_EE,ZH130,ZeeLowPt_8TeV,BDT
335	>	RMed_ZH135_EE_8TeV_oct: RMed_ZH135_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M135_ZeeLowPt_8TeV,RMed_EE,RMed_EE,ZH135,ZeeLowPt_8TeV,BDT
336	>
337	>	RTight_ZH110_MM_8TeV_oct: RTight_ZH110_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M110_ZmmHighPt_8TeV,RTight_MM,RTight_MM,ZH110,ZmmHighPt_8TeV,BDT
338	>	RTight_ZH115_MM_8TeV_oct: RTight_ZH115_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M115_ZmmHighPt_8TeV,RTight_MM,RTight_MM,ZH115,ZmmHighPt_8TeV,BDT
339	>	RTight_ZH120_MM_8TeV_oct: RTight_ZH120_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M120_ZmmHighPt_8TeV,RTight_MM,RTight_MM,ZH120,ZmmHighPt_8TeV,BDT
340	>	RTight_ZH125_MM_8TeV_oct: RTight_ZH125_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M125_ZmmHighPt_8TeV,RTight_MM,RTight_MM,ZH125,ZmmHighPt_8TeV,BDT
341	>	RTight_ZH130_MM_8TeV_oct: RTight_ZH130_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M130_ZmmHighPt_8TeV,RTight_MM,RTight_MM,ZH130,ZmmHighPt_8TeV,BDT
342	>	RTight_ZH135_MM_8TeV_oct: RTight_ZH135_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M135_ZmmHighPt_8TeV,RTight_MM,RTight_MM,ZH135,ZmmHighPt_8TeV,BDT
343	>
344	>	RTightLooseBTag_ZH110_MM_8TeV_oct: RTightLooseBTag_ZH110_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M110_ZmmHighPtLooseBTag_8TeV,RTightLooseBTag_MM,RTightLooseBTag_MM,ZH110,ZmmHighPtLooseBTag_8TeV,BDT
345	>	RTightLooseBTag_ZH115_MM_8TeV_oct: RTightLooseBTag_ZH115_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M115_ZmmHighPtLooseBTag_8TeV,RTightLooseBTag_MM,RTightLooseBTag_MM,ZH115,ZmmHighPtLooseBTag_8TeV,BDT
346	>	RTightLooseBTag_ZH120_MM_8TeV_oct: RTightLooseBTag_ZH120_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M120_ZmmHighPtLooseBTag_8TeV,RTightLooseBTag_MM,RTightLooseBTag_MM,ZH120,ZmmHighPtLooseBTag_8TeV,BDT
347	>	RTightLooseBTag_ZH125_MM_8TeV_oct: RTightLooseBTag_ZH125_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M125_ZmmHighPtLooseBTag_8TeV,RTightLooseBTag_MM,RTightLooseBTag_MM,ZH125,ZmmHighPtLooseBTag_8TeV,BDT
348	>	RTightLooseBTag_ZH130_MM_8TeV_oct: RTightLooseBTag_ZH130_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M130_ZmmHighPtLooseBTag_8TeV,RTightLooseBTag_MM,RTightLooseBTag_MM,ZH130,ZmmHighPtLooseBTag_8TeV,BDT
349	>	RTightLooseBTag_ZH135_MM_8TeV_oct: RTightLooseBTag_ZH135_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M135_ZmmHighPtLooseBTag_8TeV,RTightLooseBTag_MM,RTightLooseBTag_MM,ZH135,ZmmHighPtLooseBTag_8TeV,BDT
350	>
351	>	RMed_ZH110_MM_8TeV_oct: RMed_ZH110_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M110_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH110,ZmmLowPt_8TeV,BDT
352	>	RMed_ZH115_MM_8TeV_oct: RMed_ZH115_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M115_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH115,ZmmLowPt_8TeV,BDT
353	>	RMed_ZH120_MM_8TeV_oct: RMed_ZH120_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M120_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH120,ZmmLowPt_8TeV,BDT
354	>	RMed_ZH125_MM_8TeV_oct: RMed_ZH125_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M125_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH125,ZmmLowPt_8TeV,BDT
355	>	RMed_ZH130_MM_8TeV_oct: RMed_ZH130_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M130_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH130,ZmmLowPt_8TeV,BDT
356	>	RMed_ZH135_MM_8TeV_oct: RMed_ZH135_oct_4.nominal,CMS_vhbb_BDT_Zll_8TeV,<!LimitGeneral|range!>,BDT_M135_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH135,ZmmLowPt_8TeV,BDT
357	>
358	>
359	>
360
361		#GENERAL SETUP LIMIT:
362	<	setup: DYlight+DYc,DYb,TT,VV,ST,ZH
363	<	blind: False
362	>	#setup: DYlight+DYc,DYb,TT,VV,ST,ZH
363	>	#blind: False
364
365
366		##############################################################################################
#	Line 202 | Line 368 | blind: False
368		[MVAGeneral]
369		type = BDT
370		SettingsTight = !H:!V:NTrees=400:nEventsMin=500:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.1:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
371	+	SettingsLooseBtag = !H:!V:NTrees=400:nEventsMin=500:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.1:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
372		SettingsMed = !H:!V:NTrees=400:nEventsMin=300:MaxDepth=2:BoostType=AdaBoost:AdaBoostBeta=0.12:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
373	+
374	+
375		backgrounds = Zudsg Zudsg_pt120 Zbb Zbb_pt120 Zcc Zcc_pt120 WZ ZZ TT
376		backgroundsNoDiboson = Zudsg Zudsg_pt120 Zbb Zbb_pt120 Zcc Zcc_pt120 TT
377
378	+	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
379	+
380		[factory]
381		factoryname: MVA
382		factorysettings: !V:!Silent:Color:DrawProgressBar:AnalysisType=Classification:Transformations=I
383		#:Transformations=I;D;P;G,D
384
214	–
385		[MVALists]
386	<	#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
386	>	#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
387	>	#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
388	>	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
389	>
390	>	#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
391	>
392	>
393	>	#List_for_submitscript: RTight_ZH125_may,RMed_ZH125_may,RTight_ZH125_oct,RMed_ZH125_oct
394	>
395
396	+	##ZZ
397		[RTight_ZZ_may]
398		MVAtype: <!MVAGeneral|type!>
399		MVAsettings: <!MVAGeneral|SettingsTight!>
#	Line 224 | Line 403 | backgrounds: <!MVAGeneral|backgroundsNoD
403		treeVarSet: treeVarsICHEP
404		treeCut: RTight
405
406	+
407	+	# old 7 TeV Training
408	+
409		[RTight_ZH110_may]
410		MVAtype: <!MVAGeneral|type!>
411		MVAsettings: <!MVAGeneral|SettingsTight!>
#	Line 231 | Line 413 | path: <!Directories|samplepath!>
413		signals: ZH110
414		backgrounds: <!MVAGeneral|backgrounds!>
415		treeVarSet: treeVarsICHEP
416	<	treeCut: RTight
416	>	treeCut: RTigh
417
418		[RTight_ZH115_may]
419		MVAtype: <!MVAGeneral|type!>
#	Line 332 | Line 514 | backgrounds: <!MVAGeneral|backgrounds!>
514		treeVarSet: treeVarsICHEP
515		treeCut: RMed
516
517	+	#new 8TeV Training
518	+
519	+	[RTight_ZH110_oct]
520	+	MVAtype: <!MVAGeneral|type!>
521	+	MVAsettings: <!MVAGeneral|SettingsTight!>
522	+	path: <!Directories|samplepath!>/env/sys/
523	+	signals: ZH110
524	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
525	+	treeVarSet: treeVarsICHEP
526	+	treeCut: RTight
527	+
528	+	[RTight_ZH115_oct]
529	+	MVAtype: <!MVAGeneral|type!>
530	+	MVAsettings: <!MVAGeneral|SettingsTight!>
531	+	path: <!Directories|samplepath!>/env/sys/
532	+	signals: ZH115
533	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
534	+	treeVarSet: treeVarsICHEP
535	+	treeCut: RTight
536	+
537	+	[RTight_ZH120_oct]
538	+	MVAtype: <!MVAGeneral|type!>
539	+	MVAsettings: <!MVAGeneral|SettingsTight!>
540	+	path: <!Directories|samplepath!>/env/sys/
541	+	signals: ZH120
542	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
543	+	treeVarSet: treeVarsICHEP
544	+	treeCut: RTight
545	+
546	+	[RTight_ZH125_oct]
547	+	MVAtype: <!MVAGeneral|type!>
548	+	MVAsettings: <!MVAGeneral|SettingsTight!>
549	+	path: <!Directories|samplepath!>/env/sys/
550	+	signals: ZH125
551	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
552	+	treeVarSet: treeVarsICHEP
553	+	treeCut: RTight
554	+
555	+	[RTight_ZH130_oct]
556	+	MVAtype: <!MVAGeneral|type!>
557	+	MVAsettings: <!MVAGeneral|SettingsTight!>
558	+	path: <!Directories|samplepath!>/env/sys/
559	+	signals: ZH130
560	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
561	+	treeVarSet: treeVarsICHEP
562	+	treeCut: RTight
563	+
564	+	[RTight_ZH135_oct]
565	+	MVAtype: <!MVAGeneral|type!>
566	+	MVAsettings: <!MVAGeneral|SettingsTight!>
567	+	path: <!Directories|samplepath!>/env/sys/
568	+	signals: ZH135
569	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
570	+	treeVarSet: treeVarsICHEP
571	+	treeCut: RTight
572	+
573	+	[RMed_ZH110_oct]
574	+	MVAtype: <!MVAGeneral|type!>
575	+	MVAsettings: <!MVAGeneral|SettingsMed!>
576	+	path: <!Directories|samplepath!>/env/sys/
577	+	signals: ZH110
578	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
579	+	treeVarSet: treeVarsICHEP
580	+	treeCut: RMed
581	+
582	+	[RMed_ZH115_oct]
583	+	MVAtype: <!MVAGeneral|type!>
584	+	MVAsettings: <!MVAGeneral|SettingsMed!>
585	+	path: <!Directories|samplepath!>/env/sys/
586	+	signals: ZH115
587	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
588	+	treeVarSet: treeVarsICHEP
589	+	treeCut: RMed
590	+
591	+	[RMed_ZH120_oct]
592	+	MVAtype: <!MVAGeneral|type!>
593	+	MVAsettings: <!MVAGeneral|SettingsMed!>
594	+	path: <!Directories|samplepath!>/env/sys/
595	+	signals: ZH120
596	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
597	+	treeVarSet: treeVarsICHEP
598	+	treeCut: RMed
599	+
600	+	[RMed_ZH125_oct]
601	+	MVAtype: <!MVAGeneral|type!>
602	+	MVAsettings: <!MVAGeneral|SettingsMed!>
603	+	path: <!Directories|samplepath!>/env/sys/
604	+	signals: ZH125
605	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
606	+	treeVarSet: treeVarsICHEP
607	+	treeCut: RMed
608	+
609	+	[RMed_ZH130_oct]
610	+	MVAtype: <!MVAGeneral|type!>
611	+	MVAsettings: <!MVAGeneral|SettingsMed!>
612	+	path: <!Directories|samplepath!>/env/sys/
613	+	signals: ZH130
614	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
615	+	treeVarSet: treeVarsICHEP
616	+	treeCut: RMed
617	+
618	+	[RMed_ZH135_oct]
619	+	MVAtype: <!MVAGeneral|type!>
620	+	MVAsettings: <!MVAGeneral|SettingsMed!>
621	+	path: <!Directories|samplepath!>/env/sys/
622	+	signals: ZH135
623	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
624	+	treeVarSet: treeVarsICHEP
625	+	treeCut: RMed
626	+
627	+	[RTightLooseBTag_ZH110_oct]
628	+	MVAtype: <!MVAGeneral|type!>
629	+	MVAsettings: <!MVAGeneral|SettingsLooseBtag!>
630	+	path: <!Directories|samplepath!>/env/sys/
631	+	signals: ZH110
632	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
633	+	treeVarSet: treeVarsICHEP
634	+	treeCut: RTightLooseBTag
635	+
636	+	[RTightLooseBTag_ZH115_oct]
637	+	MVAtype: <!MVAGeneral|type!>
638	+	MVAsettings: <!MVAGeneral|SettingsLooseBtag!>
639	+	path: <!Directories|samplepath!>/env/sys/
640	+	signals: ZH115
641	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
642	+	treeVarSet: treeVarsICHEP
643	+	treeCut: RTightLooseBTag
644	+
645	+	[RTightLooseBTag_ZH120_oct]
646	+	MVAtype: <!MVAGeneral|type!>
647	+	MVAsettings: <!MVAGeneral|SettingsLooseBtag!>
648	+	path: <!Directories|samplepath!>/env/sys/
649	+	signals: ZH120
650	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
651	+	treeVarSet: treeVarsICHEP
652	+	treeCut: RTightLooseBTag
653	+
654	+	[RTightLooseBTag_ZH125_oct]
655	+	MVAtype: <!MVAGeneral|type!>
656	+	MVAsettings: <!MVAGeneral|SettingsLooseBtag!>
657	+	path: <!Directories|samplepath!>/env/sys/
658	+	signals: ZH125
659	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
660	+	treeVarSet: treeVarsICHEP
661	+	treeCut: RTightLooseBTag
662	+
663	+	[RTightLooseBTag_ZH130_oct]
664	+	MVAtype: <!MVAGeneral|type!>
665	+	MVAsettings: <!MVAGeneral|SettingsLooseBtag!>
666	+	path: <!Directories|samplepath!>/env/sys/
667	+	signals: ZH130
668	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
669	+	treeVarSet: treeVarsICHEP
670	+	treeCut: RTightLooseBTag
671	+
672	+	[RTightLooseBTag_ZH135_oct]
673	+	MVAtype: <!MVAGeneral|type!>
674	+	MVAsettings: <!MVAGeneral|SettingsLooseBtag!>
675	+	path: <!Directories|samplepath!>/env/sys/
676	+	signals: ZH135
677	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
678	+	treeVarSet: treeVarsICHEP
679	+	treeCut: RTightLooseBTag
680	+
681
682		##############################################################################################
683		# SYSTEMATICS:
#	Line 363 | Line 709 | maxBtag = max(hJet_csv[0],hJet_csv[1])
709		tlBtag = <!ZHbb|maxBtag!> > <!ZHbb|CSVT!> & <!ZHbb|minBtag!> > <!ZHbb|CSVC!>
710		ntBtag = !(hJet_csv[0] > <!ZHbb|CSVT!> | hJet_csv[1] > <!ZHbb|CSVT!>)
711		twoCSV0 = hJet_csv[0] > 0. & hJet_csv[1] > 0.
712	<	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.
712	>	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.
713		zWindow = V.mass > 75. & V.mass < 105
714		zVeto =  (V.mass > 105 | V.mass < 75.)
715		noAddJet = Sum$(aJet_pt > 20 & abs(aJet_eta) < 2.4) == 0
#	Line 371 | Line 717 | max1AddJet = Sum$(aJet_pt > 20 & abs(aJe
717		vetoHMass = (H.mass < 90. | H.mass > 145.)
718		pullAngle = deltaPullAngle < 10. & deltaPullAngle2 < 10.
719		rTight = V.pt > 100.
720	+	#rMed = V.pt > 10.
721		rMed = V.pt > 50. & V.pt < 100.
722		upperHMass = H.mass < 250.
723		looseHMass = H.mass > 80. & H.mass < 150.
724		dPhiVH = abs( HVdPhi ) > 2.9
725	+	looseBTag = !(hJet_csv[0] > <!ZHbb|CSVL!> & hJet_csv[1] > <!ZHbb|CSVL!>) & (hJet_csv[0] > <!ZHbb|CSVL!> | hJet_csv[1] > <!ZHbb|CSVL!>)
726
727		[ZHeebb]
728	<	addCuts = Vtype==1 & (triggerFlags[5]>0 || triggerFlags[6]>0)
728	>	addCuts = Vtype==1
729	>	#& (triggerFlags[5]>0 || triggerFlags[6]>0)
730
731		[ZHmmbb]
732	<	addCuts = Vtype==0 & (triggerFlags[14]>0 || triggerFlags[21]>0 || triggerFlags[22]>0 || triggerFlags[23]>0)
732	>	addCuts = Vtype==0
733	>	#& (triggerFlags[14]>0 || triggerFlags[21]>0 || triggerFlags[22]>0 || triggerFlags[23]>0)
734
735		[Cuts]
736		mjjLowPt = <!ZHbb|preselection!> & <!ZHbb|rMed!> & <!ZHbb|tlBtag!> & <!ZHbb|zWindow!> & <!ZHbb|max1AddJet!> & <!ZHbb|upperHMass!> & <!ZHbb|dPhiVH!>
737		mjjHighPt = <!ZHbb|preselection!> & <!ZHbb|rTight!> & <!ZHbb|tlBtag!> & <!ZHbb|zWindow!> & <!ZHbb|max1AddJet!> & <!ZHbb|upperHMass!> & <!ZHbb|dPhiVH!>
738
739		#V.pt regions:
740	<	RMed = <!ZHbb|preselection!> & <!ZHbb|maxBtag!> > <!ZHbb|CSVC!> & <!ZHbb|minBtag!> > <!ZHbb|CSVL!> & <!ZHbb|zWindow!> & <!ZHbb|pullAngle!> & <!ZHbb|rMed!> & <!ZHbb|looseHMass!> &  RMed_ZH125_may_4.nominal >= -0.6
391	<	#RMed:   hJet_pt[0] > 20. & hJet_pt[1] > 20. & abs(hJet_eta[0]) < 2.4 & abs(hJet_eta[1]) < 2.4 & hbhe & max(hJet_csv[0],hJet_csv[1])  > 0.5   & min(hJet_csv[0],hJet_csv[1]) > 0.244   & V.pt > 50.  & V.pt < 100.  & V.mass > 75. & V.mass < 105 & H.mass < 150. & H.mass > 80. & deltaPullAngle < 10. & deltaPullAngle2 < 10.
740	>	RMed = <!ZHbb|preselection!> & <!ZHbb|maxBtag!> > <!ZHbb|CSVC!> & <!ZHbb|minBtag!> > <!ZHbb|CSVL!> & <!ZHbb|zWindow!> & <!ZHbb|pullAngle!> & <!ZHbb|rMed!> & <!ZHbb|looseHMass!>
741		RTight = <!ZHbb|preselection!> & <!ZHbb|maxBtag!> > <!ZHbb|CSVL!> & <!ZHbb|minBtag!> > <!ZHbb|CSVL!> & <!ZHbb|zWindow!> & <!ZHbb|pullAngle!> & <!ZHbb|rTight!> & <!ZHbb|upperHMass!>
742	<	#hJet_pt[0] > 20. & hJet_pt[1] > 20. & abs(hJet_eta[0]) < 2.4 & abs(hJet_eta[1]) < 2.4 & hbhe & max(hJet_csv[0],hJet_csv[1]) > 0.244 & min(hJet_csv[0],hJet_csv[1]) > 0.244 & V.pt > 100. & V.mass > 75. & V.mass < 105 & H.mass < 250. & deltaPullAngle < 10. & deltaPullAngle2 < 10.
742	>	RTightLooseBTag = <!ZHbb|preselection!> & <!ZHbb|zWindow!> & <!ZHbb|pullAngle!> & <!ZHbb|rTight!> & <!ZHbb|upperHMass!> & <!ZHbb|looseBTag!>
743	>	HighPt = <!Cuts|RTight!>
744	>	LowPt = <!Cuts|RMed!>
745	>	HighPtLooseBTag = <!Cuts|RTightLooseBTag!>
746
747		#control regions
748	<	Light: <!ZHbb|preselection!> & <!ZHbb|noAddJet!> & <!ZHbb|zWindow!> & <!ZHbb|ntBtag!> & <!ZHbb|upperHMass!> & <!ZHbb|twoCSV0!> & <!ZHbb|dPhiVH!>
749	<	Top = <!ZHbb|preselection!> & <!ZHbb|upperHMass!> & <!ZHbb|tlBtag!> & <!ZHbb|zVeto!> & H.pt > 100.
750	<	bb = <!ZHbb|preselection!> & <!ZHbb|vetoHMass!> & <!ZHbb|upperHMass!> & <!ZHbb|zWindow!> & <!ZHbb|tlBtag!> & <!ZHbb|max1AddJet!> & <!ZHbb|dPhiVH!>
748	>	ZLight: <!ZHbb|preselection!> & <!ZHbb|noAddJet!> & <!ZHbb|zWindow!> & <!ZHbb|ntBtag!> & <!ZHbb|upperHMass!> & <!ZHbb|twoCSV0!> & <!ZHbb|dPhiVH!>
749	>	TTbar = <!ZHbb|preselection!> & <!ZHbb|upperHMass!> & <!ZHbb|tlBtag!> & <!ZHbb|zVeto!> & H.pt > 100.
750	>	Zbb = <!ZHbb|preselection!> & <!ZHbb|vetoHMass!> & <!ZHbb|upperHMass!> & <!ZHbb|zWindow!> & <!ZHbb|tlBtag!> & <!ZHbb|max1AddJet!> & <!ZHbb|dPhiVH!>
751	>
752	>	ZLight_HighPt = <!Cuts|ZLight!> & <!ZHbb|rTight!>
753	>	TTbar_HighPt = <!Cuts|TTbar!> & <!ZHbb|rTight!>
754	>	Zbb_HighPt = <!Cuts|Zbb!> & <!ZHbb|rTight!>
755	>
756	>	ZLight_LowPt = <!Cuts|Light!> & <!ZHbb|rMed!>
757	>	TTbar_LowPt = <!Cuts|Top!> & <!ZHbb|rMed!>
758	>	Zbb_LowPt = <!Cuts|bb!> & <!ZHbb|rMed!>
759	>
760	>	ZLight_HighPt_Zee = <!Cuts|ZLight_HighPt!> & <!ZHeebb|addCuts!>
761	>	ZLight_HighPt_Zmm = <!Cuts|ZLight_HighPt!> & <!ZHmmbb|addCuts!>
762	>	ZLight_LowPt_Zee = <!Cuts|ZLight_LowPt!> & <!ZHeebb|addCuts!>
763	>	ZLight_LowPt_Zmm = <!Cuts|ZLight_LowPt!> & <!ZHmmbb|addCuts!>
764	>	TTbar_Zee = <!Cuts|TTbar!> & <!ZHeebb|addCuts!>
765	>	TTbar_Zmm = <!Cuts|TTbar!> & <!ZHmmbb|addCuts!>
766	>	Zbb_Zee = <!Cuts|Zbb!> & <!ZHeebb|addCuts!>
767	>	Zbb_Zmm = <!Cuts|Zbb!> & <!ZHmmbb|addCuts!>
768
769	+	triggerEE = (triggerFlags[5]>0 || triggerFlags[6]>0)
770	+	triggerMM = (triggerFlags[14]>0 || triggerFlags[21]>0 || triggerFlags[22]>0 || triggerFlags[23]>0)
771		#lepton individual
772	<	RTight_EE: Vtype==1 & (triggerFlags[5]>0 || triggerFlags[6]>0) & <!Cuts|RTight!>
773	<	RTight_MM: Vtype==0 & (triggerFlags[14]>0 || triggerFlags[21]>0 || triggerFlags[22]>0 || triggerFlags[23]>0) & <!Cuts|RTight!>
774	<	RMed_EE: Vtype==1 & (triggerFlags[5]>0 || triggerFlags[6]>0) & <!Cuts|RMed!>
775	<	RMed_MM: Vtype==0 & (triggerFlags[14]>0 || triggerFlags[21]>0 || triggerFlags[22]>0 || triggerFlags[23]>0) & <!Cuts|RMed!>
772	>	RTight_EE: Vtype==1  & <!Cuts|RTight!>
773	>	RTight_MM: Vtype==0 & <!Cuts|RTight!>
774	>	RMed_EE: Vtype==1 & <!Cuts|RMed!>
775	>	RMed_MM: Vtype==0 & <!Cuts|RMed!>
776	>	RTightLooseBTag_EE: Vtype==1 & <!Cuts|RTightLooseBTag!>
777	>	RTightLooseBTag_MM: Vtype==0 & <!Cuts|RTightLooseBTag!>
778	>	HighPt_EE: Vtype==1  & <!Cuts|RTight!>
779	>	HighPt_MM: Vtype==0 & <!Cuts|RTight!>
780	>	LowPt_EE: Vtype==1 & <!Cuts|RMed!>
781	>	LowPt_MM: Vtype==0 & <!Cuts|RMed!>
782	>	HighPtLooseBTag_EE: Vtype==1 & <!Cuts|RTightLooseBTag!>
783	>	HighPtLooseBTag_MM: Vtype==0 & <!Cuts|RTightLooseBTag!>
784
785		#Mjj
786		Mjj_lowPt_EE: <!ZHeebb|addCuts!> & <!Cuts|mjjLowPt!>
#	Line 414 | Line 793 | Mjj_highPt_MM: <!ZHmmbb|addCuts!> & <!Cu
793		# other things:
794
795		[Weights]
796	<	weightF: (PUweight*weightTrig2012A)
796	>	weightF: (PUweight*weightTrig2012A*lheWeight)
797
798		# LocalWords:  Mjj

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