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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 1.35 by nmohr, Tue Oct 9 19:10:10 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 = True
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: Light_RTight,bb_RTight,Top_RTight,Light_RMed,bb_RMed,Top_RMed
27	>	#List: Light_RTight,Light_RMed
28	>	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
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,Sum
33	>	BDTs: BDT8_RTight,BDT8_RMed,BDT8_RTightLooseBTag
34	>
35	>	[Plot:HighPt_MJJ_Zee]
36	>	Datas: Zee
37	>	Normalize: False
38	>	vars: Hmass
39	>	Signal: ZH125
40	>	log: False
41	>	blind: True
42	>
43	>	[Plot:HighPt_MJJ_Zmm]
44	>	Datas: Zmm
45	>	Normalize: False
46	>	vars: Hmass
47	>	Signal: ZH125
48	>	log: False
49	>	blind: True
50	>
51	>	[Plot:LowPt_MJJ_Zee]
52	>	Datas: Zee
53	>	Normalize: False
54	>	vars: Hmass
55	>	Signal: ZH125
56	>	log: False
57	>	blind: True
58	>
59	>	[Plot:LowPt_MJJ_Zmm]
60	>	Datas: Zmm
61	>	Normalize: False
62	>	vars: Hmass
63	>	Signal: ZH125
64	>	log: False
65	>	blind: True
66	>
67	>	[Plot:HighPt_Zee]
68	>	Datas: Zee
69	>	Normalize: False
70	>	vars: BDT8_RTight
71	>	Signal: ZH125
72	>	log: True
73	>	blind: True
74	>
75	>	[Plot:HighPtLooseBTag_Zee]
76	>	Datas: Zee
77	>	Normalize: False
78	>	vars: BDT8_RTightLooseBTag
79	>	Signal: ZH125
80	>	log: True
81	>	blind: True
82	>
83	>	[Plot:LowPt_Zee]
84	>	Datas: Zee
85	>	Normalize: False
86	>	vars: BDT8_RMed
87	>	Signal: ZH125
88	>	log: True
89	>	blind: True
90	>
91	>	[Plot:HighPt_Zmm]
92	>	Datas: Zmm
93	>	Normalize: False
94	>	vars: BDT8_RTight
95	>	Signal: ZH125
96	>	log: True
97	>	blind: True
98	>
99	>	[Plot:HighPtLooseBTag_Zmm]
100	>	Datas: Zmm
101	>	Normalize: False
102	>	vars: BDT8_RTightLooseBTag
103	>	Signal: ZH125
104	>	log: True
105	>	blind: True
106	>
107	>	[Plot:LowPt_Zmm]
108	>	Datas: Zmm
109	>	Normalize: False
110	>	vars: <!Plot_general|BDTs!>
111	>	Signal: ZH125
112	>	log: True
113	>	blind: True
114	>
115	>	[Plot:ZLight_HighPt_Zee]
116	>	Datas: Zee
117	>	Normalize: True
118	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
119	>	#vars: BDT_RTight
120	>	Signal: ZH125
121	>	log: False
122	>	blind: False
123	>
124	>	[Plot:ZLight_LowPt_Zee]
125	>	Datas: Zee
126	>	Normalize: True
127	>	#vars: <!Plot_general|BDT_vars!>
128	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
129	>	Signal: ZH125
130	>	log: False
131	>	blind: False
132	>
133	>	[Plot:TTbar_Zee]
134	>	Datas: Zee
135	>	Normalize: True
136	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
137	>	#vars: <!Plot_general|BDT_vars!>
138	>	Signal: ZH125
139	>	log: False
140	>	blind: False
141	>
142	>	[Plot:Zbb_Zee]
143	>	Datas: Zee
144	>	Normalize: True
145	>	#vars: <!Plot_general|BDT_vars!>
146	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
147	>	Signal: ZH125
148	>	log: False
149	>	blind: False
150	>
151	>	[Plot:ZLight_HighPt_Zmm]
152	>	Datas: Zmm
153	>	Normalize: True
154	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
155	>	#vars: BDT_RTight
156	>	Signal: ZH125
157	>	log: False
158	>	blind: False
159	>
160	>	[Plot:ZLight_LowPt_Zmm]
161	>	Datas: Zmm
162	>	Normalize: True
163	>	#vars: <!Plot_general|BDT_vars!>
164	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
165	>	Signal: ZH125
166	>	log: False
167	>	blind: False
168	>
169	>	[Plot:TTbar_Zmm]
170	>	Datas: Zmm
171	>	Normalize: True
172	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
173	>	#vars: <!Plot_general|BDT_vars!>
174	>	Signal: ZH125
175	>	log: False
176	>	blind: False
177	>
178	>	[Plot:Zbb_Zmm]
179	>	Datas: Zmm
180	>	Normalize: True
181	>	#vars: <!Plot_general|BDT_vars!>
182	>	vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
183	>	Signal: ZH125
184	>	log: False
185	>	blind: False
186	>
187
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
188
189		###########################################################################################
190		# REGRESSION
191		[Regression]
192		regWeight = ../data/MVA_BDT_REG_Jun16.weights.xml
193	<	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"}
194	<	regVars = ["Jet_pt","Jet_eta","Jet_e","Jet_ptRaw", "Jet_chf","Jet_nconstituents", "Jet_vtxPt", "Jet_vtx3dL", "Jet_vtx3deL"]
193	>	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'}
194	>	regVars = ["Jet_pt","Jet_eta","Jet_e","Jet_ptRaw", "Jet_chf","Jet_nconstituents", "Jet_vtxPt", "Jet_vtx3dL", "Jet_vtx3deL", "Jet_MET_dPhi", "METet"]
195		useMET = True
196		usePtRaw = True
197		useRho25 = False
198	+	useMt = False
199
200		[BTagReshaping]
201	<	library=/shome/nmohr/CMSSW_5_2_4_patch4/src/UserCode/VHbb/interface/BTagReshaping_h.so
201	>	library=<!Directories|vhbbpath!>/interface/BTagReshaping_h.so
202
203		###########################################################################################
204		# LIMIT
205		[LimitGeneral]
206		varName = CMS_vhbb_BDT_Zll
207	<	range = BDT output,20,-1,1
207	>	range = BDT output,10,-1,1
208	>
209	>	systematicsnaming7TeV={'JER':'CMS_res_j','JES':'CMS_scale_j','beff':'CMS_eff_b','bmis':'CMS_fake_b_7TeV'}
210	>	systematicsnaming8TeV={'JER':'CMS_res_j','JES':'CMS_scale_j','beff':'CMS_eff_b','bmis':'CMS_fake_b_8TeV'}
211	>
212	>	sys_BDT: ['JER','JES','beff','bmis']
213	>	sys_Mjj: ['JER','JES']
214	>
215	>
216	>	#Add a different Cut (syntax: 'oldVar>newVar?' -> '?' will then automatically be replaced with 'Up'/'Down' for the variations)
217	>
218	>	sys_cut_suffix: {'JER':'nominal','JES':'nominal','beff':'csv>csv?','bmis':'csv>csvF?'}
219	>	#sys_cut_suffix: {'JER':'nominal','JES':'nominal','beff':'nominal','bmis':'nominal'}
220	>
221	>	weightF_sys: False
222	>
223	>	#Example of sample systematic, in this case the ZZ sample is replaced by WZ
224	>	#addSample_sys: {'ZZ':'WZ'}
225	>
226	>	# bin-by-bin statistics
227	>	binstat: False
228	>
229	>
230	>	blind: True
231	>	#### rescaling by factor 4
232	>	scaling: True
233	>	#rescale stats
234	>	rescaleSqrtN: True
235	>
236	>	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']
237	>
238	>	#Groups for adding samples together
239	>	#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'}
240	>
241	>	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'}
242	>
243	>
244	>	#naming for DC
245	>	Dict: {'ZH':'VH','DYlight':'ZjLF','DYb':'ZjHF','TT':'TT','ST':'s_Top','VV':'VV','ZZ-bb':'ZZbb','Data':'data_obs'}
246	>
247	>	#SETUP DATACARD (1st Signal, afterwards BKG)
248	>	setup: ['ZH', 'DYlight','DYb','VV','TT','ST']
249	>
250	>	#to be processed
251	>	#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
252	>	List: RTight_ZH125_EE_8TeV_oct,RMed_ZH125_EE_8TeV_oct,RTight_ZH125_MM_8TeV_oct,RMed_ZH125_MM_8TeV_oct
253	>	#List: 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
254	>
255	>	#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
256	>
257	>
258	>	[Datacard]
259	>
260	>	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']
261	>
262	>	lumi_7TeV: {'type':'lnN', 'ZH':1.022,'ST':1.022,'VV':1.022}
263	>
264	>	lumi_8TeV: {'type':'lnN', 'ZH':1.05,'ST':1.05,'VV':1.05}
265	>
266	>	pdf_qqbar: {'type':'lnN', 'ZH':1.01,'VV':1.01}
267	>	pdf_gg: {'type':'lnN', 'ST':1.01,'QCD':1.01}
268	>	QCDscale_VH: {'type':'lnN', 'ZH':1.04}
269	>	QCDscale_ttbar: {'type':'lnN', 'ST':1.06}
270	>	QCDscale_VV: {'type':'lnN', 'VV':1.04}
271	>	QCDscale_QCD: {'type':'lnN', 'QCD':1.30}
272	>	CMS_vhbb_boost_EWK: {'type':'lnN', 'ZH':1.05}
273	>	CMS_vhbb_boost_QCD: {'type':'lnN', 'ZH':1.10}
274	>	CMS_vhbb_ST: {'type':'lnN', 'ST':1.29}
275	>	CMS_vhbb_VV: {'type':'lnN', 'VV':1.30}
276	>	CMS_vhbb_ZjLF_ex: {'type':'lnN', 'DYlight':1.05}
277	>	CMS_vhbb_ZjHF_ex: {'type':'lnN', 'DYb':1.05}
278	>	CMS_vhbb_TT_ex: {'type':'lnN', 'TT':1.05}
279	>	CMS_vhbb_ZjLF_ex_8TeV: {'type':'lnN', 'DYlight':1.05}
280	>	CMS_vhbb_ZjHF_ex_8TeV: {'type':'lnN', 'DYb':1.05}
281	>	CMS_vhbb_TT_ex_8TeV: {'type':'lnN', 'TT':1.05}
282	>	CMS_eff_e: {'type':'lnN', 'ZH':1.04, 'ST':1.04,'VV':1.04,'QCD':1.04}
283	>	CMS_trigger_e: {'type':'lnN','ZH':1.02, 'ST':1.02,'VV':1.02 }
284	>	CMS_eff_m: {'type':'lnN',  'ZH':1.04, 'ST':1.04,'VV':1.04,'QCD':1.04}
285	>	CMS_trigger_m: {'type':'lnN', 'ZH':1.01, 'ST':1.01,'VV':1.01 }
286	>	CMS_vhbb_trigger_MET: {'type':'lnN'}
287	>
288	>	CMS_vhbb_ZjLF_SF_7TeV: {'type':'lnN', 'DYlight':1.198 ,'DYb':0.875 ,'TT':1.003}
289	>	CMS_vhbb_ZjHF_SF_7TeV: {'type':'lnN', 'DYlight':0.873 ,'DYb':1.202 ,'TT':0.957}
290	>	CMS_vhbb_TT_SF_7TeV: {'type':'lnN',  'DYlight':1.002 ,'DYb':0.974 ,'TT':1.123}
291	>
292	>	CMS_vhbb_ZjLF_SF_8TeV: {'type':'lnN', 'DYlight':1.040 ,'DYb':0.974 ,'TT':1.001}
293	>	CMS_vhbb_ZjHF_SF_8TeV: {'type':'lnN', 'DYlight':0.897 ,'DYb':1.162 ,'TT':0.966}
294	>	CMS_vhbb_TT_SF_8TeV: {'type':'lnN',  'DYlight':1.002 ,'DYb':0.983 ,'TT':1.079}
295	>
296	>
297
298		[Limit]
299
#	Line 161 | Line 330 | Mjj_highPt_ZH130_MM: H.mass,Mjj,Mjj,25,0
330		Mjj_highPt_ZH135_MM: H.mass,Mjj,Mjj,25,0.,250.,Mjj_highPt_M135_Zmm,Mjj_highPt_MM,Mjj_highPt_MM,ZH135,Zmm,Mjj
331
332		#Tight EE
333	<	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
334	<	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
335	<	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
336	<	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
337	<	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
338	<	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
333	>	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
334	>	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
335	>	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
336	>	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
337	>	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
338	>	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
339
340		#Tight MM
341	<	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
342	<	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
343	<	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
344	<	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
345	<	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
346	<	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
341	>	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
342	>	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
343	>	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
344	>	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
345	>	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
346	>	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
347
348		#Med EE
349	<	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
350	<	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
351	<	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
352	<	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
353	<	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
354	<	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
349	>	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
350	>	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
351	>	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
352	>	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
353	>	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
354	>	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
355
356		#Med MM
357	<	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
358	<	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
359	<	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
360	<	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
361	<	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
362	<	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
357	>	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
358	>	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
359	>	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
360	>	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
361	>	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
362	>	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
363	>
364	>	#8TeV Training
365	>	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
366	>	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
367	>	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
368	>	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
369	>	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
370	>	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
371	>
372	>	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
373	>	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
374	>	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
375	>	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
376	>	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
377	>	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
378	>
379	>	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
380	>	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
381	>	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
382	>	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
383	>	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
384	>	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
385	>
386	>	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
387	>	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
388	>	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
389	>	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
390	>	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
391	>	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
392	>
393	>	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
394	>	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
395	>	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
396	>	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
397	>	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
398	>	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
399	>
400	>	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
401	>	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
402	>	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
403	>	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
404	>	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
405	>	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
406	>
407	>
408	>
409
410		#GENERAL SETUP LIMIT:
411	<	setup: DYlight+DYc,DYb,TT,VV,ST,ZH
412	<	blind: False
411	>	#setup: DYlight+DYc,DYb,TT,VV,ST,ZH
412	>	#blind: False
413
414
415		##############################################################################################
#	Line 202 | Line 417 | blind: False
417		[MVAGeneral]
418		type = BDT
419		SettingsTight = !H:!V:NTrees=400:nEventsMin=500:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.1:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
420	+	SettingsLooseBtag = !H:!V:NTrees=400:nEventsMin=500:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.1:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
421		SettingsMed = !H:!V:NTrees=400:nEventsMin=300:MaxDepth=2:BoostType=AdaBoost:AdaBoostBeta=0.12:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
422	+
423	+
424		backgrounds = Zudsg Zudsg_pt120 Zbb Zbb_pt120 Zcc Zcc_pt120 WZ ZZ TT
425		backgroundsNoDiboson = Zudsg Zudsg_pt120 Zbb Zbb_pt120 Zcc Zcc_pt120 TT
426
427	+	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
428	+
429		[factory]
430		factoryname: MVA
431		factorysettings: !V:!Silent:Color:DrawProgressBar:AnalysisType=Classification:Transformations=I
432		#:Transformations=I;D;P;G,D
433
214	–
434		[MVALists]
435	<	#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
435	>	#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
436	>	#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
437	>	#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
438	>
439	>	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
440	>
441	>	#List_for_submitscript: RTight_ZH125_may,RMed_ZH125_may,RTight_ZH125_oct,RMed_ZH125_oct
442
443	+
444	+	##ZZ
445		[RTight_ZZ_may]
446		MVAtype: <!MVAGeneral|type!>
447		MVAsettings: <!MVAGeneral|SettingsTight!>
#	Line 224 | Line 451 | backgrounds: <!MVAGeneral|backgroundsNoD
451		treeVarSet: treeVarsICHEP
452		treeCut: RTight
453
454	+
455	+	# old 7 TeV Training
456	+
457		[RTight_ZH110_may]
458		MVAtype: <!MVAGeneral|type!>
459		MVAsettings: <!MVAGeneral|SettingsTight!>
#	Line 231 | Line 461 | path: <!Directories|samplepath!>
461		signals: ZH110
462		backgrounds: <!MVAGeneral|backgrounds!>
463		treeVarSet: treeVarsICHEP
464	<	treeCut: RTight
464	>	treeCut: RTigh
465
466		[RTight_ZH115_may]
467		MVAtype: <!MVAGeneral|type!>
#	Line 332 | Line 562 | backgrounds: <!MVAGeneral|backgrounds!>
562		treeVarSet: treeVarsICHEP
563		treeCut: RMed
564
565	+	#new 8TeV Training
566	+
567	+	[RTight_ZH110_oct]
568	+	MVAtype: <!MVAGeneral|type!>
569	+	MVAsettings: <!MVAGeneral|SettingsTight!>
570	+	path: <!Directories|samplepath!>/env/sys/
571	+	signals: ZH110
572	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
573	+	treeVarSet: treeVarsICHEP
574	+	treeCut: RTight
575	+
576	+	[RTight_ZH115_oct]
577	+	MVAtype: <!MVAGeneral|type!>
578	+	MVAsettings: <!MVAGeneral|SettingsTight!>
579	+	path: <!Directories|samplepath!>/env/sys/
580	+	signals: ZH115
581	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
582	+	treeVarSet: treeVarsICHEP
583	+	treeCut: RTight
584	+
585	+	[RTight_ZH120_oct]
586	+	MVAtype: <!MVAGeneral|type!>
587	+	MVAsettings: <!MVAGeneral|SettingsTight!>
588	+	path: <!Directories|samplepath!>/env/sys/
589	+	signals: ZH120
590	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
591	+	treeVarSet: treeVarsICHEP
592	+	treeCut: RTight
593	+
594	+	[RTight_ZH125_oct]
595	+	MVAtype: <!MVAGeneral|type!>
596	+	MVAsettings: <!MVAGeneral|SettingsTight!>
597	+	path: <!Directories|samplepath!>/env/sys/
598	+	signals: ZH125
599	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
600	+	treeVarSet: treeVarsICHEP
601	+	treeCut: RTight
602	+
603	+	[RTight_ZH130_oct]
604	+	MVAtype: <!MVAGeneral|type!>
605	+	MVAsettings: <!MVAGeneral|SettingsTight!>
606	+	path: <!Directories|samplepath!>/env/sys/
607	+	signals: ZH130
608	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
609	+	treeVarSet: treeVarsICHEP
610	+	treeCut: RTight
611	+
612	+	[RTight_ZH135_oct]
613	+	MVAtype: <!MVAGeneral|type!>
614	+	MVAsettings: <!MVAGeneral|SettingsTight!>
615	+	path: <!Directories|samplepath!>/env/sys/
616	+	signals: ZH135
617	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
618	+	treeVarSet: treeVarsICHEP
619	+	treeCut: RTight
620	+
621	+	[RMed_ZH110_oct]
622	+	MVAtype: <!MVAGeneral|type!>
623	+	MVAsettings: <!MVAGeneral|SettingsMed!>
624	+	path: <!Directories|samplepath!>/env/sys/
625	+	signals: ZH110
626	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
627	+	treeVarSet: treeVarsICHEP
628	+	treeCut: RMed
629	+
630	+	[RMed_ZH115_oct]
631	+	MVAtype: <!MVAGeneral|type!>
632	+	MVAsettings: <!MVAGeneral|SettingsMed!>
633	+	path: <!Directories|samplepath!>/env/sys/
634	+	signals: ZH115
635	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
636	+	treeVarSet: treeVarsICHEP
637	+	treeCut: RMed
638	+
639	+	[RMed_ZH120_oct]
640	+	MVAtype: <!MVAGeneral|type!>
641	+	MVAsettings: <!MVAGeneral|SettingsMed!>
642	+	path: <!Directories|samplepath!>/env/sys/
643	+	signals: ZH120
644	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
645	+	treeVarSet: treeVarsICHEP
646	+	treeCut: RMed
647	+
648	+	[RMed_ZH125_oct]
649	+	MVAtype: <!MVAGeneral|type!>
650	+	MVAsettings: <!MVAGeneral|SettingsMed!>
651	+	path: <!Directories|samplepath!>/env/sys/
652	+	signals: ZH125
653	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
654	+	treeVarSet: treeVarsICHEP
655	+	treeCut: RMed
656	+
657	+	[RMed_ZH130_oct]
658	+	MVAtype: <!MVAGeneral|type!>
659	+	MVAsettings: <!MVAGeneral|SettingsMed!>
660	+	path: <!Directories|samplepath!>/env/sys/
661	+	signals: ZH130
662	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
663	+	treeVarSet: treeVarsICHEP
664	+	treeCut: RMed
665	+
666	+	[RMed_ZH135_oct]
667	+	MVAtype: <!MVAGeneral|type!>
668	+	MVAsettings: <!MVAGeneral|SettingsMed!>
669	+	path: <!Directories|samplepath!>/env/sys/
670	+	signals: ZH135
671	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
672	+	treeVarSet: treeVarsICHEP
673	+	treeCut: RMed
674	+
675	+	[RTightLooseBTag_ZH110_oct]
676	+	MVAtype: <!MVAGeneral|type!>
677	+	MVAsettings: <!MVAGeneral|SettingsLooseBtag!>
678	+	path: <!Directories|samplepath!>/env/sys/
679	+	signals: ZH110
680	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
681	+	treeVarSet: treeVarsICHEP
682	+	treeCut: RTightLooseBTag
683	+
684	+	[RTightLooseBTag_ZH115_oct]
685	+	MVAtype: <!MVAGeneral|type!>
686	+	MVAsettings: <!MVAGeneral|SettingsLooseBtag!>
687	+	path: <!Directories|samplepath!>/env/sys/
688	+	signals: ZH115
689	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
690	+	treeVarSet: treeVarsICHEP
691	+	treeCut: RTightLooseBTag
692	+
693	+	[RTightLooseBTag_ZH120_oct]
694	+	MVAtype: <!MVAGeneral|type!>
695	+	MVAsettings: <!MVAGeneral|SettingsLooseBtag!>
696	+	path: <!Directories|samplepath!>/env/sys/
697	+	signals: ZH120
698	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
699	+	treeVarSet: treeVarsICHEP
700	+	treeCut: RTightLooseBTag
701	+
702	+	[RTightLooseBTag_ZH125_oct]
703	+	MVAtype: <!MVAGeneral|type!>
704	+	MVAsettings: <!MVAGeneral|SettingsLooseBtag!>
705	+	path: <!Directories|samplepath!>/env/sys/
706	+	signals: ZH125
707	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
708	+	treeVarSet: treeVarsICHEP
709	+	treeCut: RTightLooseBTag
710	+
711	+	[RTightLooseBTag_ZH130_oct]
712	+	MVAtype: <!MVAGeneral|type!>
713	+	MVAsettings: <!MVAGeneral|SettingsLooseBtag!>
714	+	path: <!Directories|samplepath!>/env/sys/
715	+	signals: ZH130
716	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
717	+	treeVarSet: treeVarsICHEP
718	+	treeCut: RTightLooseBTag
719	+
720	+	[RTightLooseBTag_ZH135_oct]
721	+	MVAtype: <!MVAGeneral|type!>
722	+	MVAsettings: <!MVAGeneral|SettingsLooseBtag!>
723	+	path: <!Directories|samplepath!>/env/sys/
724	+	signals: ZH135
725	+	backgrounds: <!MVAGeneral|backgrounds8TeV!>
726	+	treeVarSet: treeVarsICHEP
727	+	treeCut: RTightLooseBTag
728	+
729
730		##############################################################################################
731		# SYSTEMATICS:
#	Line 363 | Line 757 | maxBtag = max(hJet_csv[0],hJet_csv[1])
757		tlBtag = <!ZHbb|maxBtag!> > <!ZHbb|CSVT!> & <!ZHbb|minBtag!> > <!ZHbb|CSVC!>
758		ntBtag = !(hJet_csv[0] > <!ZHbb|CSVT!> | hJet_csv[1] > <!ZHbb|CSVT!>)
759		twoCSV0 = hJet_csv[0] > 0. & hJet_csv[1] > 0.
760	<	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.
760	>	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.
761		zWindow = V.mass > 75. & V.mass < 105
762		zVeto =  (V.mass > 105 | V.mass < 75.)
763		noAddJet = Sum$(aJet_pt > 20 & abs(aJet_eta) < 2.4) == 0
#	Line 371 | Line 765 | max1AddJet = Sum$(aJet_pt > 20 & abs(aJe
765		vetoHMass = (H.mass < 90. | H.mass > 145.)
766		pullAngle = deltaPullAngle < 10. & deltaPullAngle2 < 10.
767		rTight = V.pt > 100.
768	+	#rMed = V.pt > 10.
769		rMed = V.pt > 50. & V.pt < 100.
770		upperHMass = H.mass < 250.
771		looseHMass = H.mass > 80. & H.mass < 150.
772		dPhiVH = abs( HVdPhi ) > 2.9
773	+	looseBTag = !(hJet_csv[0] > <!ZHbb|CSVL!> & hJet_csv[1] > <!ZHbb|CSVL!>) & (hJet_csv[0] > <!ZHbb|CSVL!> | hJet_csv[1] > <!ZHbb|CSVL!>)
774
775		[ZHeebb]
776	<	addCuts = Vtype==1 & (triggerFlags[5]>0 || triggerFlags[6]>0)
776	>	addCuts = Vtype==1
777	>	#& (triggerFlags[5]>0 || triggerFlags[6]>0)
778
779		[ZHmmbb]
780	<	addCuts = Vtype==0 & (triggerFlags[14]>0 || triggerFlags[21]>0 || triggerFlags[22]>0 || triggerFlags[23]>0)
780	>	addCuts = Vtype==0
781	>	#& (triggerFlags[14]>0 || triggerFlags[21]>0 || triggerFlags[22]>0 || triggerFlags[23]>0)
782
783		[Cuts]
784		mjjLowPt = <!ZHbb|preselection!> & <!ZHbb|rMed!> & <!ZHbb|tlBtag!> & <!ZHbb|zWindow!> & <!ZHbb|max1AddJet!> & <!ZHbb|upperHMass!> & <!ZHbb|dPhiVH!>
785		mjjHighPt = <!ZHbb|preselection!> & <!ZHbb|rTight!> & <!ZHbb|tlBtag!> & <!ZHbb|zWindow!> & <!ZHbb|max1AddJet!> & <!ZHbb|upperHMass!> & <!ZHbb|dPhiVH!>
786
787		#V.pt regions:
788	<	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.
788	>	RMed = <!ZHbb|preselection!> & <!ZHbb|maxBtag!> > <!ZHbb|CSVC!> & <!ZHbb|minBtag!> > <!ZHbb|CSVL!> & <!ZHbb|zWindow!> & <!ZHbb|pullAngle!> & <!ZHbb|rMed!> & <!ZHbb|looseHMass!>
789		RTight = <!ZHbb|preselection!> & <!ZHbb|maxBtag!> > <!ZHbb|CSVL!> & <!ZHbb|minBtag!> > <!ZHbb|CSVL!> & <!ZHbb|zWindow!> & <!ZHbb|pullAngle!> & <!ZHbb|rTight!> & <!ZHbb|upperHMass!>
790	<	#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.
790	>	RTightLooseBTag = <!ZHbb|preselection!> & <!ZHbb|zWindow!> & <!ZHbb|pullAngle!> & <!ZHbb|rTight!> & <!ZHbb|upperHMass!> & <!ZHbb|looseBTag!>
791	>	HighPt = <!Cuts|RTight!>
792	>	LowPt = <!Cuts|RMed!>
793	>	HighPtLooseBTag = <!Cuts|RTightLooseBTag!>
794
795		#control regions
796	<	Light: <!ZHbb|preselection!> & <!ZHbb|noAddJet!> & <!ZHbb|zWindow!> & <!ZHbb|ntBtag!> & <!ZHbb|upperHMass!> & <!ZHbb|twoCSV0!> & <!ZHbb|dPhiVH!>
797	<	Top = <!ZHbb|preselection!> & <!ZHbb|upperHMass!> & <!ZHbb|tlBtag!> & <!ZHbb|zVeto!> & H.pt > 100.
798	<	bb = <!ZHbb|preselection!> & <!ZHbb|vetoHMass!> & <!ZHbb|upperHMass!> & <!ZHbb|zWindow!> & <!ZHbb|tlBtag!> & <!ZHbb|max1AddJet!> & <!ZHbb|dPhiVH!>
796	>	ZLight: <!ZHbb|preselection!> & <!ZHbb|noAddJet!> & <!ZHbb|zWindow!> & <!ZHbb|ntBtag!> & <!ZHbb|upperHMass!> & <!ZHbb|twoCSV0!> & <!ZHbb|dPhiVH!> & <!ZHbb|maxBtag!> > <!ZHbb|CSVL!>
797	>	TTbar = <!ZHbb|preselection!> & <!ZHbb|upperHMass!> & <!ZHbb|tlBtag!> & <!ZHbb|zVeto!> & H.pt > 100.
798	>	Zbb = <!ZHbb|preselection!> & <!ZHbb|vetoHMass!> & <!ZHbb|upperHMass!> & <!ZHbb|zWindow!> & <!ZHbb|tlBtag!> & <!ZHbb|max1AddJet!> & <!ZHbb|dPhiVH!>
799	>
800	>	ZLight_HighPt = <!Cuts|ZLight!> & <!ZHbb|rTight!>
801	>	TTbar_HighPt = <!Cuts|TTbar!> & <!ZHbb|rTight!>
802	>	Zbb_HighPt = <!Cuts|Zbb!> & <!ZHbb|rTight!>
803	>
804	>	ZLight_LowPt = <!Cuts|ZLight!> & <!ZHbb|rMed!>
805	>	TTbar_LowPt = <!Cuts|TTbar!> & <!ZHbb|rMed!>
806	>	Zbb_LowPt = <!Cuts|Zbb!> & <!ZHbb|rMed!>
807	>
808	>	ZLight_HighPt_Zee = <!Cuts|ZLight_HighPt!> & <!ZHeebb|addCuts!>
809	>	ZLight_HighPt_Zmm = <!Cuts|ZLight_HighPt!> & <!ZHmmbb|addCuts!>
810	>	ZLight_LowPt_Zee = <!Cuts|ZLight_LowPt!> & <!ZHeebb|addCuts!>
811	>	ZLight_LowPt_Zmm = <!Cuts|ZLight_LowPt!> & <!ZHmmbb|addCuts!>
812	>	TTbar_Zee = <!Cuts|TTbar!> & <!ZHeebb|addCuts!>
813	>	TTbar_Zmm = <!Cuts|TTbar!> & <!ZHmmbb|addCuts!>
814	>	Zbb_Zee = <!Cuts|Zbb!> & <!ZHeebb|addCuts!>
815	>	Zbb_Zmm = <!Cuts|Zbb!> & <!ZHmmbb|addCuts!>
816
817	+	triggerEE = (triggerFlags[5]>0 || triggerFlags[6]>0)
818	+	triggerMM = (triggerFlags[14]>0 || triggerFlags[21]>0 || triggerFlags[22]>0 || triggerFlags[23]>0)
819		#lepton individual
820	<	RTight_EE: Vtype==1 & (triggerFlags[5]>0 || triggerFlags[6]>0) & <!Cuts|RTight!>
821	<	RTight_MM: Vtype==0 & (triggerFlags[14]>0 || triggerFlags[21]>0 || triggerFlags[22]>0 || triggerFlags[23]>0) & <!Cuts|RTight!>
822	<	RMed_EE: Vtype==1 & (triggerFlags[5]>0 || triggerFlags[6]>0) & <!Cuts|RMed!>
823	<	RMed_MM: Vtype==0 & (triggerFlags[14]>0 || triggerFlags[21]>0 || triggerFlags[22]>0 || triggerFlags[23]>0) & <!Cuts|RMed!>
820	>	RTight_EE: Vtype==1  & <!Cuts|RTight!>
821	>	RTight_MM: Vtype==0 & <!Cuts|RTight!>
822	>	HighPt_Zee = <!Cuts|RTight_EE!>
823	>	HighPt_Zmm = <!Cuts|RTight_MM!>
824	>	RMed_EE: Vtype==1 & <!Cuts|RMed!>
825	>	RMed_MM: Vtype==0 & <!Cuts|RMed!>
826	>	LowPt_Zee = <!Cuts|RMed_EE!>
827	>	LowPt_Zmm = <!Cuts|RMed_MM!>
828	>	RTightLooseBTag_EE: Vtype==1 & <!Cuts|RTightLooseBTag!>
829	>	RTightLooseBTag_MM: Vtype==0 & <!Cuts|RTightLooseBTag!>
830	>	HighPtLooseBTag_Zee: <!Cuts|RTightLooseBTag_EE!>
831	>	HighPtLooseBTag_Zmm: <!Cuts|RTightLooseBTag_MM!>
832	>	HighPt_EE: Vtype==1  & <!Cuts|RTight!>
833	>	HighPt_MM: Vtype==0 & <!Cuts|RTight!>
834	>	LowPt_EE: Vtype==1 & <!Cuts|RMed!>
835	>	LowPt_MM: Vtype==0 & <!Cuts|RMed!>
836	>	HighPtLooseBTag_EE: Vtype==1 & <!Cuts|RTightLooseBTag!>
837	>	HighPtLooseBTag_MM: Vtype==0 & <!Cuts|RTightLooseBTag!>
838
839		#Mjj
840	<	Mjj_lowPt_EE: <!ZHeebb|addCuts!> & <!Cuts|mjjLowPt!>
841	<	Mjj_lowPt_MM: <!ZHmmbb|addCuts!> & <!Cuts|mjjLowPt!>
840	>	LowPt_MJJ_Zee: <!ZHeebb|addCuts!> & <!Cuts|mjjLowPt!>
841	>	LowPt_MJJ_Zmm: <!ZHmmbb|addCuts!> & <!Cuts|mjjLowPt!>
842
843	<	Mjj_highPt_EE: <!ZHeebb|addCuts!> & <!Cuts|mjjHighPt!>
844	<	Mjj_highPt_MM: <!ZHmmbb|addCuts!> & <!Cuts|mjjHighPt!>
843	>	HighPt_MJJ_Zee: <!ZHeebb|addCuts!> & <!Cuts|mjjHighPt!>
844	>	HighPt_MJJ_Zmm: <!ZHmmbb|addCuts!> & <!Cuts|mjjHighPt!>
845
846		###########################################################################################
847		# other things:
848
849		[Weights]
850	<	weightF: (PUweight*weightTrig2012A)
850	>	weightF: (PUweight*weightTrig2012A*lheWeight)
851
852		# LocalWords:  Mjj

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