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Comparing UserCode/VHbb/python/config8TeV (file contents):
Revision 1.67 by nmohr, Thu Nov 1 11:04:35 2012 UTC vs.
Revision 1.75 by peller, Mon Dec 10 09:10:52 2012 UTC

#	Line 7 | Line 7 | tag = 8TeV
7		# >>>>>>>>>>>>>>>>>>>
8		# >>>>>>>>>>>>>>>>>>>
9		TrainFlag = True
10	+	#Mjj-> False
11		# <<<<<<<<<<<<<<<<<<<
12		# <<<<<<<<<<<<<<<<<<<
13
#	Line 41 | Line 42 | addOverFlow = True
42		#List: ZLight_HighPt_Zee,ZLight_LowPt_Zee,Zbb_Zee,TTbar_Zee,ZLight_HighPt_Zmm,ZLight_LowPt_Zmm,Zbb_Zmm,TTbar_Zmm,HighPt_Zee,HighPt_Zmm,LowPt_Zee,LowPt_Zmm,HighPtLooseBTag_Zee,HighPtLooseBTag_Zmm,HighPt_MJJ_Zmm,LowPt_MJJ_Zmm,HighPt_MJJ_Zee,LowPt_MJJ_Zee
43		#List: HighPt_MJJ_Zee,LowPt_MJJ_Zee,HighPt_MJJ_Zmm,LowPt_MJJ_Zmm
44
45	+	List: HighPt_ExpertRegion0,HighPt_ExpertRegion1,HighPt_ExpertRegion2,HighPt_ExpertRegion3,HighPt_Zee,HighPt_Zmm
46		#All signal region plots:
47		#List: HighPt_Zmm,LowPt_Zmm,HighPtLooseBTag_Zmm,HighPt_MJJ_Zmm,LowPt_MJJ_Zmm,HighPt_Zee,LowPt_Zee,HighPtLooseBTag_Zee,HighPt_MJJ_Zee,LowPt_MJJ_Zee
48
49
50	+
51		#All BDT plots:
52	<	List: HighPt_Zmm,LowPt_Zmm,HighPtLooseBTag_Zmm,HighPt_Zee,LowPt_Zee,HighPtLooseBTag_Zee
53	<	#List: HighPt_Zee
52	>	#List: HighPt_Zmm,LowPt_Zmm,HighPtLooseBTag_Zmm,HighPt_Zee,LowPt_Zee,HighPtLooseBTag_Zee
53	>	#List: HighPt_Zee,HighPt_Zmm
54
55		#ALL PLOTS
56		#List: HighPt_Zmm,LowPt_Zmm,HighPtLooseBTag_Zmm,HighPt_MJJ_Zmm,LowPt_MJJ_Zmm,HighPt_Zee,LowPt_Zee,HighPtLooseBTag_Zee,HighPt_MJJ_Zee,LowPt_MJJ_Zee,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,ZLight_HighPt_beforeReg,ZLight_HighPt,ZLight_LowPt_beforeReg,ZLight_LowPt,Zbb,TTbar,Zbb_vtx,TTbar_vtx,TTbar_soft,Zbb_soft,ZPeak_Zee,ZPeak_Zmm
#	Line 65 | Line 68 | List: HighPt_Zmm,LowPt_Zmm,HighPtLooseBT
68		#List: ZLight_LowPt_beforeReg
69		#var definition
70		BDT_vars: Hmass,Hpt,Vpt,HVdPhi,Vmass,HdR,HdEta,minCSV,maxCSV,hJet0pt,hJet1pt,PullAngle,PullAngle2,rHVpt,vxMult,Sum
71	<	BDTs: BDT8_RTight,BDT8_RMed,BDT8_RTightLooseBTag,BDT_RTight,BDT_RMed
72	<	REG_vars: METnoPU,rho25,dPhiJetMet,regWeight,JECUnc,jPtRaw,jE,jCef,jChf,jNCh,jNum,jPtLeadTrack
71	>	#BDTs: BDT8_RTight,BDT8_RMed,BDT8_RTightLooseBTag,BDT_RTight,BDT_RMed
72	>	BDTs: BDTexpert_VV_HighPt,BDTexpert_DY_HighPt,BDTexpert_TT_HighPt
73	>	REG_vart: METnoPU,rho25,dPhiJetMet,regWeight,JECUnc,jPtRaw,jE,jCef,jChf,jNCh,jNum,jPtLeadTrack
74		REG_vtx: vtxPt,vtxMass,vtx3dL,vtx3deL
75		REG_soft: jSoftLeptPtRel,jSoftLeptPt,jSoftLeptdR
76
77		BDT_plot_blind: False
78		BDT_plot_log: True
79	+	plot_mass = ZH125
80	+
81	+
82	+
83	+	[Plot:HighPt_ExpertRegion0]
84	+	Datas: Zee Zmm
85	+	Normalize: False
86	+	vars: BDTexpert_TT_HighPt
87	+	Signal: <!Plot_general|plot_mass!>
88	+	log: <!Plot_general|BDT_plot_log!>
89	+	blind: <!Plot_general|BDT_plot_blind!>
90	+
91	+	[Plot:HighPt_ExpertRegion1]
92	+	Datas: Zee Zmm
93	+	Normalize: False
94	+	vars: BDTexpert_DY_HighPt
95	+	Signal: <!Plot_general|plot_mass!>
96	+	log: <!Plot_general|BDT_plot_log!>
97	+	blind: <!Plot_general|BDT_plot_blind!>
98	+
99	+	[Plot:HighPt_ExpertRegion2]
100	+	Datas: Zee Zmm
101	+	Normalize: False
102	+	vars: BDTexpert_VV_HighPt
103	+	Signal: <!Plot_general|plot_mass!>
104	+	log: <!Plot_general|BDT_plot_log!>
105	+	blind: <!Plot_general|BDT_plot_blind!>
106	+
107	+	[Plot:HighPt_ExpertRegion3]
108	+	Datas: Zee Zmm
109	+	Normalize: False
110	+	vars: BDTexpert_VV_HighPt
111	+	Signal: <!Plot_general|plot_mass!>
112	+	log: <!Plot_general|BDT_plot_log!>
113	+	blind: <!Plot_general|BDT_plot_blind!>
114	+
115	+
116	+
117	+
118	+
119
120		[Plot:ZPeak_Zee]
121		Datas: Zee
122		Normalize: False
123		vars: Vmass,vLepton0pt,vLepton1pt
124	<	Signal: ZH125
124	>	Signal: <!Plot_general|plot_mass!>
125		log: False
126		blind: False
127
#	Line 85 | Line 129 | blind: False
129		Datas: Zmm
130		Normalize: False
131		vars: Vmass,vLepton0pt,vLepton1pt
132	<	Signal: ZH125
132	>	Signal: <!Plot_general|plot_mass!>
133		log: False
134		blind: False
135
#	Line 93 | Line 137 | blind: False
137		Datas: Zee
138		Normalize: False
139		vars: Hmass
140	<	Signal: ZH125
140	>	Signal: <!Plot_general|plot_mass!>
141		log: False
142		blind: False
143		nBins: 17
#	Line 104 | Line 148 | max: 255.
148		Datas: Zmm
149		Normalize: False
150		vars: Hmass
151	<	Signal: ZH125
151	>	Signal: <!Plot_general|plot_mass!>
152		log: False
153		blind: False
154		nBins: 17
#	Line 115 | Line 159 | max: 255.
159		Datas: Zee
160		Normalize: False
161		vars: Hmass
162	<	Signal: ZH125
162	>	Signal: <!Plot_general|plot_mass!>
163		log: False
164		blind: False
165		nBins: 17
#	Line 126 | Line 170 | max: 255.
170		Datas: Zmm
171		Normalize: False
172		vars: Hmass
173	<	Signal: ZH125
173	>	Signal: <!Plot_general|plot_mass!>
174		log: False
175		blind: False
176		nBins: 17
177		min: 0
178		max: 255.
179
180	+	[Plot:MedPt_MJJ_Zee]
181	+	Datas: Zee
182	+	Normalize: False
183	+	vars: Hmass
184	+	Signal: <!Plot_general|plot_mass!>
185	+	log: False
186	+	blind: False
187	+	nBins: 17
188	+	min: 0
189	+	max: 255.
190
191	+	[Plot:MedPt_MJJ_Zmm]
192	+	Datas: Zmm
193	+	Normalize: False
194	+	vars: Hmass
195	+	Signal: <!Plot_general|plot_mass!>
196	+	log: False
197	+	blind: False
198	+	nBins: 17
199	+	min: 0
200	+	max: 255.
201
202		[Plot:HighPt_Zee]
203		Datas: Zee
204		Normalize: False
205		#vars: BDT8_RTight
206	<	vars: <!Plot_general|BDT_vars!>
207	<	Signal: ZH125
206	>	vars: <!Plot_general|BDTs!>
207	>	#vars: <!Plot_general|BDT_vars!>
208	>	Signal: <!Plot_general|plot_mass!>
209		log: <!Plot_general|BDT_plot_log!>
210		blind: <!Plot_general|BDT_plot_blind!>
211
#	Line 149 | Line 214 | Datas: Zee
214		Normalize: False
215		#vars: BDT8_RTightLooseBTag
216		vars: <!Plot_general|BDT_vars!>
217	<	Signal: ZH125
217	>	Signal: <!Plot_general|plot_mass!>
218		log: <!Plot_general|BDT_plot_log!>
219		blind: <!Plot_general|BDT_plot_blind!>
220
#	Line 158 | Line 223 | Datas: Zee
223		Normalize: False
224		#vars: BDT8_RMed
225		vars: <!Plot_general|BDT_vars!>
226	<	Signal: ZH125
226	>	Signal: <!Plot_general|plot_mass!>
227		log: <!Plot_general|BDT_plot_log!>
228		blind: <!Plot_general|BDT_plot_blind!>
229
#	Line 166 | Line 231 | blind: <!Plot_general|BDT_plot_blind!>
231		Datas: Zmm
232		Normalize: False
233		#vars: BDT8_RTight
234	<	vars: <!Plot_general|BDT_vars!>
235	<	Signal: ZH125
234	>	#vars: <!Plot_general|BDT_vars!>
235	>	vars: <!Plot_general|BDTs!>
236	>	Signal: <!Plot_general|plot_mass!>
237		log: <!Plot_general|BDT_plot_log!>
238		blind: <!Plot_general|BDT_plot_blind!>
239
#	Line 176 | Line 242 | Datas: Zmm
242		Normalize: False
243		#vars: BDT8_RTightLooseBTag
244		vars: <!Plot_general|BDT_vars!>
245	<	Signal: ZH125
245	>	Signal: <!Plot_general|plot_mass!>
246		log: <!Plot_general|BDT_plot_log!>
247		blind: <!Plot_general|BDT_plot_blind!>
248
#	Line 185 | Line 251 | Datas: Zmm
251		Normalize: False
252		#vars: BDT8_RMed
253		vars: <!Plot_general|BDT_vars!>
254	<	Signal: ZH125
254	>	Signal: <!Plot_general|plot_mass!>
255		log: <!Plot_general|BDT_plot_log!>
256		blind: <!Plot_general|BDT_plot_blind!>
257
#	Line 196 | Line 262 | Datas: Zee
262		Normalize: True
263		vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
264		#vars: BDT_RTight
265	<	Signal: ZH125
265	>	Signal: <!Plot_general|plot_mass!>
266		log: False
267		blind: False
268
#	Line 205 | Line 271 | Datas: Zee
271		Normalize: True
272		#vars: <!Plot_general|BDT_vars!>
273		vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
274	<	Signal: ZH125
274	>	Signal: <!Plot_general|plot_mass!>
275		log: False
276		blind: False
277
#	Line 214 | Line 280 | Datas: Zee
280		Normalize: True
281		vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
282		#vars: <!Plot_general|BDT_vars!>
283	<	Signal: ZH125
283	>	Signal: <!Plot_general|plot_mass!>
284		log: False
285		blind: False
286
#	Line 223 | Line 289 | Datas: Zee
289		Normalize: True
290		#vars: <!Plot_general|BDT_vars!>
291		vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
292	<	Signal: ZH125
292	>	Signal: <!Plot_general|plot_mass!>
293		log: False
294		blind: False
295
#	Line 232 | Line 298 | Datas: Zee Zmm
298		Normalize: True
299		#vars: <!Plot_general|BDT_vars!>
300		vars: Hmass,rHVpt,<!Plot_general|REG_vars!>
301	<	Signal: ZH125
301	>	Signal: <!Plot_general|plot_mass!>
302		log: False
303		blind: False
304
#	Line 241 | Line 307 | Datas: Zee Zmm
307		Normalize: True
308		#vars: <!Plot_general|BDT_vars!>
309		vars: Hmass,rHVpt,<!Plot_general|REG_vars!>
310	<	Signal: ZH125
310	>	Signal: <!Plot_general|plot_mass!>
311		log: False
312		blind: False
313
#	Line 250 | Line 316 | Datas: Zee Zmm
316		Normalize: True
317		#vars: <!Plot_general|BDT_vars!>
318		vars: <!Plot_general|REG_vtx!>
319	<	Signal: ZH125
319	>	Signal: <!Plot_general|plot_mass!>
320		log: False
321		blind: False
322
#	Line 259 | Line 325 | Datas: Zee Zmm
325		Normalize: True
326		#vars: <!Plot_general|BDT_vars!>
327		vars: <!Plot_general|REG_vtx!>
328	<	Signal: ZH125
328	>	Signal: <!Plot_general|plot_mass!>
329		log: False
330		blind: False
331
#	Line 268 | Line 334 | Datas: Zee Zmm
334		Normalize: True
335		#vars: <!Plot_general|BDT_vars!>
336		vars: <!Plot_general|REG_soft!>
337	<	Signal: ZH125
337	>	Signal: <!Plot_general|plot_mass!>
338		log: False
339		blind: False
340
#	Line 277 | Line 343 | Datas: Zee Zmm
343		Normalize: True
344		#vars: <!Plot_general|BDT_vars!>
345		vars: <!Plot_general|REG_soft!>
346	<	Signal: ZH125
346	>	Signal: <!Plot_general|plot_mass!>
347		log: False
348		blind: False
349
#	Line 286 | Line 352 | Datas: Zmm
352		Normalize: True
353		vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
354		#vars: BDT_RTight
355	<	Signal: ZH125
355	>	Signal: <!Plot_general|plot_mass!>
356		log: False
357		blind: False
358
#	Line 295 | Line 361 | Datas: Zmm
361		Normalize: True
362		#vars: <!Plot_general|BDT_vars!>
363		vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
364	<	Signal: ZH125
364	>	Signal: <!Plot_general|plot_mass!>
365		log: False
366		blind: False
367
#	Line 304 | Line 370 | Datas: Zmm
370		Normalize: True
371		vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
372		#vars: <!Plot_general|BDT_vars!>
373	<	Signal: ZH125
373	>	Signal: <!Plot_general|plot_mass!>
374		log: False
375		blind: False
376
#	Line 313 | Line 379 | Datas: Zmm
379		Normalize: True
380		#vars: <!Plot_general|BDT_vars!>
381		vars: <!Plot_general|BDTs!>,<!Plot_general|BDT_vars!>
382	<	Signal: ZH125
382	>	Signal: <!Plot_general|plot_mass!>
383		log: False
384		blind: False
385
#	Line 321 | Line 387 | blind: False
387		Datas: Zmm Zee
388		Normalize: True
389		vars: Hmass
390	<	Signal: ZH125
390	>	Signal: <!Plot_general|plot_mass!>
391		log: False
392		blind: False
393
#	Line 329 | Line 395 | blind: False
395		Datas: Zmm Zee
396		Normalize: True
397		vars: Hmass_NoReg,rHVpt_NoReg
398	<	Signal: ZH125
398	>	Signal: <!Plot_general|plot_mass!>
399		log: False
400		blind: False
401
#	Line 337 | Line 403 | blind: False
403		Datas: Zmm Zee
404		Normalize: True
405		vars: Hmass
406	<	Signal: ZH125
406	>	Signal: <!Plot_general|plot_mass!>
407		log: False
408		blind: False
409
#	Line 345 | Line 411 | blind: False
411		Datas: Zmm Zee
412		Normalize: True
413		vars: Hmass_NoReg,rHVpt_NoReg
414	<	Signal: ZH125
414	>	Signal: <!Plot_general|plot_mass!>
415		log: False
416		blind: False
417
#	Line 353 | Line 419 | blind: False
419		Datas: Zmm Zee
420		Normalize: True
421		vars: Hmass_NoReg,rHVpt_NoReg
422	<	Signal: ZH125
422	>	Signal: <!Plot_general|plot_mass!>
423		log: False
424		blind: False
425
#	Line 361 | Line 427 | blind: False
427		Datas: Zmm Zee
428		Normalize: True
429		vars: Hmass_NoReg,rHVpt_NoReg
430	<	Signal: ZH125
430	>	Signal: <!Plot_general|plot_mass!>
431		log: False
432		blind: False
433
#	Line 369 | Line 435 | blind: False
435		Datas: Zmm Zee
436		Normalize: True
437		vars: Hmass,rHVpt
438	<	Signal: ZH125
438	>	Signal: <!Plot_general|plot_mass!>
439		log: False
440		blind: False
441
#	Line 377 | Line 443 | blind: False
443		Datas: Zmm Zee
444		Normalize: True
445		vars: Hmass_NoReg,rHVpt_NoReg
446	<	Signal: ZH125
446	>	Signal: <!Plot_general|plot_mass!>
447		log: False
448		blind: False
449
#	Line 409 | Line 475 | Mjjrange = 17,0.,255.
475
476		#wanna rebin? (bin transform)
477		rebin_active = True
478	<	BDTbinning = 15
478	>	#Mjj-> False
479	>	BDTbinning = 10
480
481	<	systematicsnaming7TeV={'JER':'CMS_vhbb_res_j','JES':'CMS_vhbb_scale_j','beff':'CMS_vhbb_eff_b','bmis':'CMS_vhbb_fake_b_7TeV','beff1':'CMS_vhbb_eff1_b'}
482	<	systematicsnaming8TeV={'JER':'CMS_vhbb_res_j','JES':'CMS_vhbb_scale_j','beff':'CMS_vhbb_eff_b','bmis':'CMS_vhbb_fake_b_8TeV','beff1':'CMS_vhbb_eff1_b'}
481	>	systematicsnaming7TeV={'JER':'CMS_vhbb_res_j','JES':'CMS_vhbb_scale_j','beff':'CMS_vhbb_eff_b','bmis':'CMS_vhbb_fake_b_7TeV','beff1':'CMS_vhbb_eff_b_SIG'}
482	>	systematicsnaming8TeV={'JER':'CMS_vhbb_res_j','JES':'CMS_vhbb_scale_j','beff':'CMS_vhbb_eff_b','bmis':'CMS_vhbb_fake_b_8TeV','beff1':'CMS_vhbb_eff_b_SIG'}
483	>	#systematicsnaming8TeV={'JER':'CMS_res_j','JES':'CMS_scale_j','beff':'CMS_eff_b','bmis':'CMS_fake_b_8TeV','beff1':'CMS_vhbb_eff1_b'}
484
485		sys_BDT: ['JER','JES','beff','bmis','beff1']
486		sys_Mjj: ['JER','JES','beff','bmis','beff1']
487
488	+	sys_factor = {'JER':1.0,'JES':1.0,'beff':1.0,'bmis':1.0,'beff1':1.0}
489	+
490	+	sys_affecting = {'JER':['ZH','DYlight','DYb','VV','TT','ST','ZH125'],'JES':['ZH','DYlight','DYb','VV','TT','ST','ZH125'],'beff':['DYlight','DYb','VV','TT','ST'],'beff1':['ZH','ZH125'],'bmis':['ZH','DYlight','DYb','VV','TT','ST','ZH125']}
491
492		#Add a different Cut (syntax: 'oldVar>newVar?' -> '?' will then automatically be replaced with 'Up'/'Down' for the variations)
493
#	Line 434 | Line 505 | binstat: False
505
506		signal_inject: None
507		#ZH125
508	+	add_signal_as_bkg: None
509
510	<	blind: False
510	>	blind: True
511		#### rescaling by factor 4
512		scaling: False
513		#rescale stats
#	Line 448 | Line 520 | BKG = ['Zudsg','Zudsg1J','Zudsg2J','Zuds
520
521		Group: {'ZH110':'ZH','ZH115':'ZH','ZH120':'ZH','ZH125':'ZH','ZH130':'ZH','ZH135':'ZH', 'Zudsg':'DYlight','Zudsg1J':'DYlight','Zudsg2J':'DYlight','Zudsg3J':'DYlight','Zudsg4J':'DYlight','ZudsgHT200400':'DYlight','ZudsgHT400':'DYlight','Zudsg5070':'DYlight','Zudsg70100':'DYlight','Zudsg100':'DYlight','Zcc':'DYlight','Zcc1J':'DYlight','Zcc2J':'DYlight','Zcc3J':'DYlight','Zcc4J':'DYlight','ZccHT200400':'DYlight','ZccHT400':'DYlight','Zcc5070':'DYlight','Zcc70100':'DYlight','Zcc100':'DYlight','Zbb':'DYb','Zbb1J':'DYb','Zbb2J':'DYb','Zbb3J':'DYb','Zbb4J':'DYb','ZbbHT200400':'DYb','ZbbHT400':'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'}
522
523	+	#Mjj-> this Group
524		#No ST for Mjj (added to TT)
525		#Group: {'ZH110':'ZH','ZH115':'ZH','ZH120':'ZH','ZH125':'ZH','ZH130':'ZH','ZH135':'ZH', 'Zudsg':'DYlight','Zudsg1J':'DYlight','Zudsg2J':'DYlight','Zudsg3J':'DYlight','Zudsg4J':'DYlight','ZudsgHT200400':'DYlight','ZudsgHT400':'DYlight','Zudsg5070':'DYlight','Zudsg70100':'DYlight','Zudsg100':'DYlight','Zcc':'DYlight','Zcc1J':'DYlight','Zcc2J':'DYlight','Zcc3J':'DYlight','Zcc4J':'DYlight','ZccHT200400':'DYlight','ZccHT400':'DYlight','Zcc5070':'DYlight','Zcc70100':'DYlight','Zcc100':'DYlight','Zbb':'DYb','Zbb1J':'DYb','Zbb2J':'DYb','Zbb3J':'DYb','Zbb4J':'DYb','ZbbHT200400':'DYb','ZbbHT400':'DYb','Zbb5070':'DYb','Zbb70100':'DYb','Zbb100':'DYb','ZZ-light':'VV','WW':'VV','WZ':'VV','ZZ':'VV','TT':'TT','ST_s':'TT','ST_t':'TT','ST_tW':'TT','STbar_s':'TT','STbar_t':'TT','STbar_tW':'TT','Zee':'Data','Zmm':'Data','ZZ-bb':'VV'}
526
527
528		#naming for DC
529	<	Dict: {'ZH':'ZH','DYlight':'ZjLF','DYb':'ZjHF','TT':'TT','ST':'s_Top','VV':'VV','ZZ-bb':'ZZbb','Data':'data_obs'}
529	>	Dict: {'ZH':'ZH','DYlight':'ZjLF','DYb':'ZjHF','TT':'TT','ST':'s_Top','VV':'VV','ZZ-bb':'ZZbb','Data':'data_obs','ZH125':'H125'}
530
531		#SETUP DATACARD (1st Signal, afterwards BKG)
532		setup: ['ZH', 'DYlight','DYb','VV','TT','ST']
533	+	#Mjj-> this setup
534		#setup: ['ZH', 'DYlight','DYb','VV','TT']
535
536		#to be processed
#	Line 465 | Line 539 | setup: ['ZH', 'DYlight','DYb','VV','TT',
539		#List: RTight_ZH125_EE_8TeV_oct,RMed_ZH125_EE_8TeV_oct,RTight_ZH125_MM_8TeV_oct,RMed_ZH125_MM_8TeV_oct
540
541		#ALl BDTs
542	<	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
542	>	#List: RTight_ZH110_EE_8TeV_oct,RMed_ZH110_EE_8TeV_oct,RTight_ZH110_MM_8TeV_oct,RMed_ZH110_MM_8TeV_oct,RTight_ZH115_EE_8TeV_oct,RMed_ZH115_EE_8TeV_oct,RTight_ZH115_MM_8TeV_oct,RMed_ZH115_MM_8TeV_oct,RTight_ZH120_EE_8TeV_oct,RMed_ZH120_EE_8TeV_oct,RTight_ZH120_MM_8TeV_oct,RMed_ZH120_MM_8TeV_oct,RTight_ZH125_EE_8TeV_oct,RMed_ZH125_EE_8TeV_oct,RTight_ZH125_MM_8TeV_oct,RMed_ZH125_MM_8TeV_oct,RTight_ZH130_EE_8TeV_oct,RMed_ZH130_EE_8TeV_oct,RTight_ZH130_MM_8TeV_oct,RMed_ZH130_MM_8TeV_oct,RTight_ZH135_EE_8TeV_oct,RMed_ZH135_EE_8TeV_oct,RTight_ZH135_MM_8TeV_oct,RMed_ZH135_MM_8TeV_oct
543	>
544	>	List: HighPt_ZH125_ExpertRegion0_EE_8TeV_nov,HighPt_ZH125_ExpertRegion1_EE_8TeV_nov,HighPt_ZH125_ExpertRegion2_EE_8TeV_nov,HighPt_ZH125_ExpertRegion3_EE_8TeV_nov,HighPt_ZH125_ExpertRegion0_MM_8TeV_nov,HighPt_ZH125_ExpertRegion1_MM_8TeV_nov,HighPt_ZH125_ExpertRegion2_MM_8TeV_nov,HighPt_ZH125_ExpertRegion3_MM_8TeV_nov
545	>	#List: HighPt_ZH125_ExpertRegion2_EE_8TeV_nov
546
547		# only LBT
548		#List: RTightLooseBTag_ZH110_MM_8TeV_oct,RTightLooseBTag_ZH110_EE_8TeV_oct,RTightLooseBTag_ZH115_MM_8TeV_oct,RTightLooseBTag_ZH115_EE_8TeV_oct,RTightLooseBTag_ZH120_MM_8TeV_oct,RTightLooseBTag_ZH120_EE_8TeV_oct,RTightLooseBTag_ZH125_MM_8TeV_oct,RTightLooseBTag_ZH125_EE_8TeV_oct,RTightLooseBTag_ZH130_MM_8TeV_oct,RTightLooseBTag_ZH130_EE_8TeV_oct,RTightLooseBTag_ZH135_MM_8TeV_oct,RTightLooseBTag_ZH135_EE_8TeV_oct
#	Line 482 | Line 559 | List: RTight_ZH110_EE_8TeV_oct,RMed_ZH11
559		#ELECTRONS
560		#List: RTight_ZH110_EE_8TeV_oct,RMed_ZH110_EE_8TeV_oct,RTightLooseBTag_ZH110_EE_8TeV_oct,RTight_ZH115_EE_8TeV_oct,RMed_ZH115_EE_8TeV_oct,RTightLooseBTag_ZH115_EE_8TeV_oct,RTight_ZH120_EE_8TeV_oct,RMed_ZH120_EE_8TeV_oct,RTightLooseBTag_ZH120_EE_8TeV_oct,RTight_ZH125_EE_8TeV_oct,RMed_ZH125_EE_8TeV_oct,RTightLooseBTag_ZH125_EE_8TeV_oct,RTight_ZH130_EE_8TeV_oct,RMed_ZH130_EE_8TeV_oct,RTightLooseBTag_ZH130_EE_8TeV_oct,RTight_ZH135_EE_8TeV_oct,RMed_ZH135_EE_8TeV_oct,RTightLooseBTag_ZH135_EE_8TeV_oct
561
562	+	#Mjj->
563		#Mjj
564		#List: Mjj_lowPt_ZH110_EE,Mjj_lowPt_ZH110_MM,Mjj_highPt_ZH110_EE,Mjj_highPt_ZH110_MM,Mjj_lowPt_ZH115_EE,Mjj_lowPt_ZH115_MM,Mjj_highPt_ZH115_EE,Mjj_highPt_ZH115_MM,Mjj_lowPt_ZH120_EE,Mjj_lowPt_ZH120_MM,Mjj_highPt_ZH120_EE,Mjj_highPt_ZH120_MM,Mjj_lowPt_ZH125_EE,Mjj_lowPt_ZH125_MM,Mjj_highPt_ZH125_EE,Mjj_highPt_ZH125_MM,Mjj_lowPt_ZH130_EE,Mjj_lowPt_ZH130_MM,Mjj_highPt_ZH130_EE,Mjj_highPt_ZH130_MM,Mjj_lowPt_ZH135_EE,Mjj_lowPt_ZH135_MM,Mjj_highPt_ZH135_EE,Mjj_highPt_ZH135_MM
565
566	+	#new Mjj
567	+	#List: Mjj_lowPt_ZH125_EE,Mjj_lowPt_ZH125_MM,Mjj_highPt_ZH125_EE,Mjj_highPt_ZH125_MM,Mjj_medPt_ZH125_EE,Mjj_medPt_ZH125_MM
568	+
569		#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
570
571		[Datacard]
572
573	<	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_eff_e','CMS_eff_m','CMS_trigger_e','CMS_trigger_m','CMS_vhbb_trigger_MET','CMS_vhbb_ZjLF_SF_Zll_8TeV','CMS_vhbb_ZjHF_SF_Zll_8TeV','CMS_vhbb_TT_SF_Zll_8TeV']
573	>	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_eff_e','CMS_eff_m','CMS_trigger_e','CMS_trigger_m','CMS_vhbb_trigger_MET','CMS_vhbb_ZjLF_Zll_SF_8TeV','CMS_vhbb_ZjHF_Zll_SF_8TeV','CMS_vhbb_TT_Zll_SF_8TeV']
574
575	<	InUse_HighPt: <!Datacard|InUse!> + ['CMS_vhbb_ZjLF_exHighPt_Zll_8TeV','CMS_vhbb_ZjHF_exHighPt_Zll_8TeV','CMS_vhbb_TT_exHighPt_Zll_8TeV']
576	<	InUse_LowPt: <!Datacard|InUse!> + ['CMS_vhbb_ZjLF_exLowPt_Zll_8TeV','CMS_vhbb_ZjHF_exLowPt_Zll_8TeV','CMS_vhbb_TT_exLowPt_Zll_8TeV']
577	<	InUse_HighPtLooseBTag: <!Datacard|InUse!> + ['CMS_vhbb_ZjLF_exHighPtLooseBTag_Zll_8TeV','CMS_vhbb_ZjHF_exHighPtLooseBTag_Zll_8TeV','CMS_vhbb_TT_exHighPtLoooseBTag_Zll_8TeV']
575	>	InUse_HighPt: <!Datacard|InUse!> + ['CMS_vhbb_ZjLF_Zll_exHighPt_8TeV','CMS_vhbb_ZjHF_Zll_exHighPt_8TeV','CMS_vhbb_TT_Zll_exHighPt_8TeV']
576	>	InUse_LowPt: <!Datacard|InUse!> + ['CMS_vhbb_ZjLF_Zll_exLowPt_8TeV','CMS_vhbb_ZjHF_Zll_exLowPt_8TeV','CMS_vhbb_TT_Zll_exLowPt_8TeV']
577	>	InUse_HighPtLooseBTag: <!Datacard|InUse!> + ['CMS_vhbb_ZjLF_Zll_exHighPtLooseBTag_8TeV','CMS_vhbb_ZjHF_Zll_exHighPtLooseBTag_8TeV','CMS_vhbb_TT_Zll_exHighPtLoooseBTag_8TeV']
578
579		lumi_7TeV: {'type':'lnN', 'ZH':1.022,'ST':1.022,'VV':1.022}
580		lumi_8TeV: {'type':'lnN', 'ZH':1.05,'ST':1.05,'VV':1.05}
#	Line 504 | Line 585 | QCDscale_VH: {'type':'lnN', 'ZH':1.04}
585		QCDscale_ttbar: {'type':'lnN', 'ST':1.06}
586		QCDscale_VV: {'type':'lnN', 'VV':1.04}
587		QCDscale_QCD: {'type':'lnN', 'QCD':1.30}
588	<	CMS_vhbb_boost_EWK: {'type':'lnN', 'ZH':1.05}
589	<	CMS_vhbb_boost_QCD: {'type':'lnN', 'ZH':1.10}
588	>	CMS_vhbb_boost_EWK: {'type':'lnN', 'ZH':1.05,'ZH125':1.05}
589	>	CMS_vhbb_boost_QCD: {'type':'lnN', 'ZH':1.10,'ZH125':1.10}
590		CMS_vhbb_ST: {'type':'lnN', 'ST':1.29}
591		CMS_vhbb_VV: {'type':'lnN', 'VV':1.30}
592		CMS_vhbb_ZjLF_ex: {'type':'lnN', 'DYlight':1.05}
#	Line 514 | Line 595 | CMS_vhbb_TT_ex: {'type':'lnN', 'TT':1.05
595		#CMS_vhbb_ZjLF_ex_8TeV: {'type':'lnN', 'DYlight':1.05}
596		#CMS_vhbb_ZjHF_ex_8TeV: {'type':'lnN', 'DYb':1.05}
597		#CMS_vhbb_TT_ex_8TeV: {'type':'lnN', 'TT':1.05}
598	<	CMS_eff_e: {'type':'lnN', 'ZH':1.04, 'ST':1.04,'VV':1.04,'QCD':1.04}
599	<	CMS_trigger_e: {'type':'lnN','ZH':1.02, 'ST':1.02,'VV':1.02 }
600	<	CMS_eff_m: {'type':'lnN',  'ZH':1.04, 'ST':1.04,'VV':1.04,'QCD':1.04}
601	<	CMS_trigger_m: {'type':'lnN', 'ZH':1.01, 'ST':1.01,'VV':1.01 }
598	>	CMS_eff_e: {'type':'lnN', 'ZH':1.04,'ZH125':1.04,'ST':1.04,'VV':1.04,'QCD':1.04}
599	>	CMS_trigger_e: {'type':'lnN','ZH':1.02,'ZH125':1.02,'ST':1.02,'VV':1.02 }
600	>	CMS_eff_m: {'type':'lnN',  'ZH':1.04,'ZH125':1.04,'ST':1.04,'VV':1.04,'QCD':1.04}
601	>	CMS_trigger_m: {'type':'lnN', 'ZH':1.01,'ZH125':1.01,'ST':1.01,'VV':1.01 }
602		CMS_vhbb_trigger_MET: {'type':'lnN'}
603
604	<	CMS_vhbb_ZjLF_exHighPtLooseBTag_Zll_8TeV: {'type':'lnN', 'DYlight':1.20}
605	<	CMS_vhbb_ZjHF_exHighPtLooseBTag_Zll_8TeV: {'type':'lnN', 'DYb':1.20}
606	<	CMS_vhbb_TT_exHighPtLoooseBTag_Zll_8TeV: {'type':'lnN', 'TT':1.20}
607	<	CMS_vhbb_ZjLF_exHighPt_Zll_8TeV: {'type':'lnN', 'DYlight':1.20}
608	<	CMS_vhbb_ZjHF_exHighPt_Zll_8TeV: {'type':'lnN', 'DYb':1.20}
609	<	CMS_vhbb_TT_exHighPt_Zll_8TeV: {'type':'lnN', 'TT':1.20}
610	<	CMS_vhbb_ZjLF_exLowPt_Zll_8TeV: {'type':'lnN', 'DYlight':1.20}
611	<	CMS_vhbb_ZjHF_exLowPt_Zll_8TeV: {'type':'lnN', 'DYb':1.20}
612	<	CMS_vhbb_TT_exLowPt_Zll_8TeV: {'type':'lnN', 'TT':1.20}
613	<
614	<	CMS_vhbb_ZjLF_SF_Zll_7TeV: {'type':'lnN', 'DYlight':1.198 ,'DYb':0.875 ,'TT':1.003}
615	<	CMS_vhbb_ZjHF_SF_Zll_7TeV: {'type':'lnN', 'DYlight':0.873 ,'DYb':1.202 ,'TT':0.957}
616	<	CMS_vhbb_TT_SF_Zll_7TeV: {'type':'lnN',  'DYlight':1.002 ,'DYb':0.974 ,'TT':1.123}
604	>	CMS_vhbb_ZjLF_Zll_exHighPtLooseBTag_8TeV: {'type':'lnN', 'DYlight':1.20}
605	>	CMS_vhbb_ZjHF_Zll_exHighPtLooseBTag_8TeV: {'type':'lnN', 'DYb':1.20}
606	>	CMS_vhbb_TT_Zll_exHighPtLoooseBTag_8TeV: {'type':'lnN', 'TT':1.20}
607	>	CMS_vhbb_ZjLF_Zll_exHighPt_8TeV: {'type':'lnN', 'DYlight':1.05}
608	>	CMS_vhbb_ZjHF_Zll_exHighPt_8TeV: {'type':'lnN', 'DYb':1.05}
609	>	CMS_vhbb_TT_Zll_exHighPt_8TeV: {'type':'lnN', 'TT':1.05}
610	>	CMS_vhbb_ZjLF_Zll_exLowPt_8TeV: {'type':'lnN', 'DYlight':1.05}
611	>	CMS_vhbb_ZjHF_Zll_exLowPt_8TeV: {'type':'lnN', 'DYb':1.05}
612	>	CMS_vhbb_TT_Zll_exLowPt_8TeV: {'type':'lnN', 'TT':1.05}
613	>
614	>	CMS_vhbb_ZjLF_Zll_SF_7TeV: {'type':'lnN', 'DYlight':1.198 ,'DYb':0.875 ,'TT':1.003}
615	>	CMS_vhbb_ZjHF_Zll_SF_7TeV: {'type':'lnN', 'DYlight':0.873 ,'DYb':1.202 ,'TT':0.957}
616	>	CMS_vhbb_TT_Zll_SF_7TeV: {'type':'lnN',  'DYlight':1.002 ,'DYb':0.974 ,'TT':1.123}
617
618		#CMS_vhbb_ZjLF_SF_8TeV: {'type':'lnN', 'DYlight':1.085 ,'DYb':0.940 ,'TT':0.998}
619		#CMS_vhbb_ZjHF_SF_8TeV: {'type':'lnN', 'DYlight':0.942 ,'DYb':1.082 ,'TT':0.986}
620		#CMS_vhbb_TT_SF_8TeV: {'type':'lnN',  'DYlight':0.998 ,'DYb':0.986 ,'TT':1.081}
621
622	<	CMS_vhbb_ZjLF_SF_Zll_8TeV: {'type':'lnN', 'DYlight':1.036,'DYb':0.976,'TT':1.001}
623	<	CMS_vhbb_ZjHF_SF_Zll_8TeV: {'type':'lnN', 'DYlight':0.953,'DYb':1.070,'TT':0.985}
624	<	CMS_vhbb_TT_SF_Zll_8TeV: {'type':'lnN', 'DYlight':1.001,'DYb':0.992,'TT':1.038}
622	>	CMS_vhbb_ZjLF_Zll_SF_8TeV: {'type':'lnN', 'DYlight':1.036,'DYb':0.976,'TT':1.001}
623	>	CMS_vhbb_ZjHF_Zll_SF_8TeV: {'type':'lnN', 'DYlight':0.953,'DYb':1.070,'TT':0.985}
624	>	CMS_vhbb_TT_Zll_SF_8TeV: {'type':'lnN', 'DYlight':1.001,'DYb':0.992,'TT':1.038}
625
626
627		[Limit]
#	Line 561 | Line 642 | Mjj_lowPt_ZH125_MM: H.mass,Mjj,Mjj,<!Lim
642		Mjj_lowPt_ZH130_MM: H.mass,Mjj,Mjj,<!LimitGeneral|Mjjrange!>,Mjj_lowPt_M130_Zmm,LowPt_MJJ_Zmm,LowPt_MJJ_Zmm,ZH130,Zmm,Mjj
643		Mjj_lowPt_ZH135_MM: H.mass,Mjj,Mjj,<!LimitGeneral|Mjjrange!>,Mjj_lowPt_M135_Zmm,LowPt_MJJ_Zmm,LowPt_MJJ_Zmm,ZH135,Zmm,Mjj
644
645	+	#Mjj med
646	+	Mjj_medPt_ZH125_EE: H.mass,Mjj,Mjj,<!LimitGeneral|Mjjrange!>,Mjj_medPt_M125_Zee,MedPt_MJJ_Zee,MedPt_MJJ_Zee,ZH125,Zee,Mjj
647	+	Mjj_medPt_ZH125_MM: H.mass,Mjj,Mjj,<!LimitGeneral|Mjjrange!>,Mjj_medPt_M125_Zmm,MedPt_MJJ_Zmm,MedPt_MJJ_Zmm,ZH125,Zmm,Mjj
648	+
649		#Mjj high EE
650		Mjj_highPt_ZH110_EE: H.mass,Mjj,Mjj,<!LimitGeneral|Mjjrange!>,Mjj_highPt_M110_Zee,HighPt_MJJ_Zee,HighPt_MJJ_Zee,ZH110,Zee,Mjj
651		Mjj_highPt_ZH115_EE: H.mass,Mjj,Mjj,<!LimitGeneral|Mjjrange!>,Mjj_highPt_M115_Zee,HighPt_MJJ_Zee,HighPt_MJJ_Zee,ZH115,Zee,Mjj
#	Line 652 | Line 737 | RMed_ZH125_MM_8TeV_oct: RMed_ZH125_oct.n
737		RMed_ZH130_MM_8TeV_oct: RMed_ZH130_oct.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_M130_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH130,ZmmLowPt_8TeV,BDT
738		RMed_ZH135_MM_8TeV_oct: RMed_ZH135_oct.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_M135_ZmmLowPt_8TeV,RMed_MM,RMed_MM,ZH135,ZmmLowPt_8TeV,BDT
739
740	+	#individual BKGd trainings:
741	+	HighPt_ZH125_ExpertRegion0_EE_8TeV_nov: TT_HighPt_ZH125_nov.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expert0_M125_ZeeHighPt_8TeV,HighPt_ExpertRegion0_EE,HighPt_ExpertRegion0_EE,ZH125,ZeeHighPt_8TeV,BDT
742	+	HighPt_ZH125_ExpertRegion1_EE_8TeV_nov: DY_HighPt_ZH125_nov.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expert1_M125_ZeeHighPt_8TeV,HighPt_ExpertRegion1_EE,HighPt_ExpertRegion1_EE,ZH125,ZeeHighPt_8TeV,BDT
743	+	HighPt_ZH125_ExpertRegion2_EE_8TeV_nov: VV_HighPt_ZH125_nov.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expert2_M125_ZeeHighPt_8TeV,HighPt_ExpertRegion2_EE,HighPt_ExpertRegion2_EE,ZH125,ZeeHighPt_8TeV,BDT
744	+	HighPt_ZH125_ExpertRegion3_EE_8TeV_nov: VV_HighPt_ZH125_nov.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expert3_M125_ZeeHighPt_8TeV,HighPt_ExpertRegion3_EE,HighPt_ExpertRegion3_EE,ZH125,ZeeHighPt_8TeV,BDT
745	+	HighPt_ZH125_ExpertRegionX_EE_8TeV_nov: RTight_ZH125_oct.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expertX_M125_ZeeHighPt_8TeV,HighPt_ExpertRegion3_EE,HighPt_ExpertRegion3_EE,ZH125,ZeeHighPt_8TeV,BDT
746	+
747	+	HighPt_ZH125_ExpertRegion0_MM_8TeV_nov: TT_HighPt_ZH125_nov.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expert0_M125_ZmmHighPt_8TeV,HighPt_ExpertRegion0_MM,HighPt_ExpertRegion0_MM,ZH125,ZmmHighPt_8TeV,BDT
748	+	HighPt_ZH125_ExpertRegion1_MM_8TeV_nov: DY_HighPt_ZH125_nov.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expert1_M125_ZmmHighPt_8TeV,HighPt_ExpertRegion1_MM,HighPt_ExpertRegion1_MM,ZH125,ZmmHighPt_8TeV,BDT
749	+	HighPt_ZH125_ExpertRegion2_MM_8TeV_nov: VV_HighPt_ZH125_nov.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expert2_M125_ZmmHighPt_8TeV,HighPt_ExpertRegion2_MM,HighPt_ExpertRegion2_MM,ZH125,ZmmHighPt_8TeV,BDT
750	+	HighPt_ZH125_ExpertRegion3_MM_8TeV_nov: VV_HighPt_ZH125_nov.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expert3_M125_ZmmHighPt_8TeV,HighPt_ExpertRegion3_MM,HighPt_ExpertRegion3_MM,ZH125,ZmmHighPt_8TeV,BDT
751	+	HighPt_ZH125_ExpertRegionX_MM_8TeV_nov: RTight_ZH125_oct.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_expertX_M125_ZmmHighPt_8TeV,HighPt_ExpertRegion3_MM,HighPt_ExpertRegion3_MM,ZH125,ZmmHighPt_8TeV,BDT
752	+
753
754		#CTRL region DCs
755		TT_RTight_ZH125_MM_8TeV_oct: RTight_ZH125_oct.nominal,<!LimitGeneral|BDToutname!>,<!LimitGeneral|BDTrange!>,BDT_M125_ZmmHighPt_8TeV,TTbar_Zmm,TTbar_Zmm,ZH125,ZmmHighPt_8TeV,BDT
#	Line 699 | Line 797 | SettingsTight = !H:!V:NTrees=400:nEvents
797		SettingsLooseBtag = !H:!V:NTrees=400:nEventsMin=500:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.1:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
798		SettingsMed = !H:!V:NTrees=400:nEventsMin=300:MaxDepth=2:BoostType=AdaBoost:AdaBoostBeta=0.12:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
799
800	+	typeCut = Cuts
801	+	SettingsTightCut= !H:!V:FitMethod=GA:EffSel
802	+
803
804		backgrounds = Zudsg Zudsg_pt120 Zbb Zbb_pt120 Zcc Zcc_pt120 WZ ZZ TT
805		backgroundsNoDiboson = Zudsg Zudsg_pt120 Zbb Zbb_pt120 Zcc Zcc_pt120 TT
806
807	<	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
807	>
808	>	#individual BKGds:
809	>	TT: TT
810	>	#ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
811	>	DY: Zudsg Zudsg1J Zudsg2J Zudsg3J Zudsg4J ZudsgHT200400 ZudsgHT400 Zudsg5070 Zudsg70100 Zudsg100 Zcc Zcc1J Zcc2J Zcc3J Zcc4J ZccHT200400 ZccHT400 Zcc5070 Zcc70100 Zcc100 Zbb Zbb1J Zbb2J Zbb3J Zbb4J ZbbHT200400 ZbbHT400 Zbb5070 Zbb70100 Zbb100
812	>	VV: ZZ WW WZ
813	>
814	>	#settings:
815	>	SettingsTT = !H:!V:NTrees=300:nEventsMin=300:MaxDepth=2:BoostType=AdaBoost:AdaBoostBeta=0.1:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
816	>	SettingsDY = !H:!V:NTrees=400:nEventsMin=500:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.1:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
817	>	SettingsVV = !H:!V:NTrees=250:nEventsMin=250:MaxDepth=2:BoostType=AdaBoost:AdaBoostBeta=0.1:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
818	>
819	>	#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
820	>
821	>	backgrounds8TeV: Zudsg Zudsg1J Zudsg2J Zudsg3J Zudsg4J ZudsgHT200400 ZudsgHT400 Zudsg5070 Zudsg70100 Zudsg100 Zcc Zcc1J Zcc2J Zcc3J Zcc4J ZccHT200400 ZccHT400 Zcc5070 Zcc70100 Zcc100 Zbb Zbb1J Zbb2J Zbb3J Zbb4J ZbbHT200400 ZbbHT400 Zbb5070 Zbb70100 Zbb100 ZZ WW WZ TT ST_s ST_t ST_tW STbar_s STbar_t STbar_tW ZH125
822	>
823	>	Test: ZZ
824
825		[factory]
826		factoryname: MVA
#	Line 715 | Line 832 | factorysettings: !V:!Silent:Color:DrawPr
832		#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
833		#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
834
835	<	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
835	>	#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
836
837	+	#List_for_submitscript: TT_HighPt_ZH125_nov
838	+	#List_for_submitscript: DY_HighPt_ZH125_nov
839	+	List_for_submitscript: VV_HighPt_ZH125_nov
840
841
842		#List_for_submitscript: RTight_ZH125_may,RMed_ZH125_may,RTight_ZH125_oct,RMed_ZH125_oct
843
844
845	+	#individual BKGds training
846	+	[TT_HighPt_ZH125_nov]
847	+	MVAtype: <!MVAGeneral|type!>
848	+	MVAsettings: <!MVAGeneral|SettingsTT!>
849	+	path: <!Directories|samplepath!>/env/sys/
850	+	signals: ZH125
851	+	backgrounds: <!MVAGeneral|TT!>
852	+	treeVarSet: treeVarsICHEP
853	+	treeCut: RTight
854	+
855	+	[DY_HighPt_ZH125_nov]
856	+	MVAtype: <!MVAGeneral|type!>
857	+	MVAsettings: <!MVAGeneral|SettingsDY!>
858	+	path: <!Directories|TT_MVA_path!>
859	+	signals: ZH125
860	+	backgrounds: <!MVAGeneral|DY!>
861	+	treeVarSet: treeVarsICHEP
862	+	treeCut: RTight_andTT
863	+
864	+	[VV_HighPt_ZH125_nov]
865	+	MVAtype: <!MVAGeneral|type!>
866	+	MVAsettings: <!MVAGeneral|SettingsVV!>
867	+	path: <!Directories|DY_MVA_path!>
868	+	signals: ZH125
869	+	backgrounds: <!MVAGeneral|VV!>
870	+	treeVarSet: treeVarsICHEP
871	+	treeCut: RTight_andDY
872	+
873	+
874	+
875	+
876	+
877	+	[RTight_Mjj_opt]
878	+	MVAtype: <!MVAGeneral|typeCut!>
879	+	MVAsettings: <!MVAGeneral|SettingsTightCut!>
880	+	path: <!Directories|samplepath!>/env/sys/
881	+	signals: ZH125
882	+	backgrounds: <!MVAGeneral|Test!>
883	+	treeVarSet: treeVarsNoMass
884	+	treeCut: RTight
885	+
886	+
887		##ZZ
888		[RTight_ZZ_may]
889		MVAtype: <!MVAGeneral|type!>
#	Line 1028 | Line 1190 | bmis_down: H.mass H.pt HVdPhi V.mass V.p
1190		beff1_up: H.mass H.pt HVdPhi V.mass V.pt H.dEta max(hJet_csv_upBC4p[0],hJet_csv_upBC4p[1]) min(hJet_csv_upBC4p[0],hJet_csv_upBC4p[1]) Sum$(aJet_pt>20.&abs(aJet_eta)<2.4) H.dR hJet_pt[0] hJet_pt[1] deltaPullAngle deltaPullAngle2
1191		beff1_down: H.mass H.pt HVdPhi V.mass V.pt H.dEta max(hJet_csv_downBC4p[0],hJet_csv_downBC4p[1]) min(hJet_csv_downBC4p[0],hJet_csv_downBC4p[1]) Sum$(aJet_pt>20.&abs(aJet_eta)<2.4) H.dR hJet_pt[0] hJet_pt[1] deltaPullAngle deltaPullAngle2
1192
1193	+	[treeVarsNoMass]
1194	+	Nominal: H.pt HVdPhi V.mass V.pt H.dEta max(hJet_csv[0],hJet_csv[1]) min(hJet_csv[0],hJet_csv[1]) Sum$(aJet_pt>20.&abs(aJet_eta)<2.4) H.dR hJet_pt[0] hJet_pt[1] deltaPullAngle deltaPullAngle2
1195	+
1196
1197		#############################################################################################
1198		# TreeCuts:
#	Line 1042 | Line 1207 | ccBtag = <!ZHbb|maxBtag!> > <!ZHbb|CSVC!
1207		tlBtag = <!ZHbb|maxBtag!> > <!ZHbb|CSVT!> & <!ZHbb|minBtag!> > <!ZHbb|CSVL!>
1208		ntBtag = !(hJet_csv[0] > <!ZHbb|CSVT!> | hJet_csv[1] > <!ZHbb|CSVT!>)
1209		twoCSV0 = hJet_csv[0] > 0. & hJet_csv[1] > 0.
1210	<	preselection = hJet_pt[0] > 20. & hJet_pt[1] > 20. & abs(hJet_eta[0]) < 2.4 & abs(hJet_eta[1]) < 2.4 & hbhe & hJet_puJetIdL[0] > 0. & hJet_puJetIdL[1] > 0.
1210	>	preselection = hJet_pt[0] > 20. & hJet_pt[1] > 20. & abs(hJet_eta[0]) < 2.4 & abs(hJet_eta[1]) < 2.4 & hbhe & hJet_puJetIdL[0] > 0. & hJet_puJetIdL[1] > 0.
1211	>	# & EVENT.run < 196532
1212		#& <!ZHbb|MassVeto!>
1213	<	#& EVENT.run < 196532
1213	>	#5fb:
1214		30jets = hJet_pt[0] > 30. & hJet_pt[1] > 30.
1215		preselection_beforeReg = (hJet_pt[0]/hJet_regWeight[0]) > 20. & (hJet_pt[1]*hJet_regWeight[1]) > 20. & abs(hJet_eta[0]) < 2.4 & abs(hJet_eta[1]) < 2.4 & hbhe & hJet_puJetIdL[0] > 0. & hJet_puJetIdL[1] > 0.
1216		zWindow = V.mass > 75. & V.mass < 105
1217	+	zWindow2 = V.mass > 80. & V.mass < 100.
1218		zVeto =  (V.mass > 105 | V.mass < 75.)
1219		noAddJet = Sum$(aJet_pt > 20 & abs(aJet_eta) < 2.4) == 0
1220		max1AddJet = Sum$(aJet_pt > 20 & abs(aJet_eta) < 2.4) < 2.
#	Line 1056 | Line 1223 | vetoHMass = (H.mass < 90. | H.mass > 145
1223		MassVeto= (H.mass < 90. | H.mass > 150.)
1224		pullAngle = deltaPullAngle < 10. & deltaPullAngle2 < 10.
1225		rTight = V.pt > 100.
1226	+	rTight2 = V.pt > 150.
1227		#rMed = V.pt > 10.
1228		rMed = V.pt > 50. & V.pt < 100.
1229	+	rMed2 = V.pt > 100. & V.pt < 150.
1230	+	rLow2 = V.pt > 50.& V.pt < 100.
1231		upperHMass = H.mass < 250.
1232		looseHMass = H.mass > 80. & H.mass < 150.
1233		upperHMass_beforeReg = HNoReg.mass < 250.
#	Line 1081 | Line 1251 | mjjHighPt = <!ZHbb|preselection!> & <!ZH
1251		#mjjLowPt = <!ZHbb|preselection!> & <!ZHbb|rMed!> & <!ZHbb|tlBtag!> & <!ZHbb|zWindow!> & <!ZHbb|upperHMass!> & <!ZHbb|dPhiVH!>
1252		#mjjHighPt = <!ZHbb|preselection!> & <!ZHbb|rTight!> & <!ZHbb|tlBtag!> & <!ZHbb|zWindow!> & <!ZHbb|upperHMass!> & <!ZHbb|dPhiVH!>
1253
1254	+	mjjHighPt_opt = <!ZHbb|preselection!> & <!ZHbb|rTight2!> & <!ZHbb|ccBtag!> & <!ZHbb|zWindow2!> & <!ZHbb|upperHMass!> & <!ZHbb|dPhiVH!>
1255	+	mjjLowPt_opt = <!ZHbb|preselection!> & <!ZHbb|rLow2!> & <!ZHbb|tcBtag!> & <!ZHbb|zWindow2!> & <!ZHbb|max1AddJet!> & <!ZHbb|upperHMass!> & <!ZHbb|dPhiVH!>
1256	+	mjjMedPt_opt = <!ZHbb|preselection!> & <!ZHbb|rMed2!> & <!ZHbb|ccBtag!> & <!ZHbb|zWindow2!> & <!ZHbb|upperHMass!> & <!ZHbb|dPhiVH!>
1257	+
1258	+	#mjjHighPt_opt = <!ZHbb|preselection!> & V.pt > 100. & V.mass > 82. & V.mass < 102. & Sum$(aJet_pt > 20 & abs(aJet_eta) < 2.4) < 3. & HVdPhi > 2.7 & <!ZHbb|maxBtag!> > 0.8 & <!ZHbb|minBtag!> > 0.244 & H.dEta < 1.5 & H.dEta > 0. & H.dR > 0.5 & H.dR < 2.
1259
1260		#V.pt regions:
1261		RMed = <!ZHbb|preselection!> & <!ZHbb|maxBtag!> > <!ZHbb|CSVC!> & <!ZHbb|minBtag!> > <!ZHbb|CSVL!> & <!ZHbb|zWindow!> & <!ZHbb|pullAngle!> & <!ZHbb|rMed!> & <!ZHbb|looseHMass!>
#	Line 1090 | Line 1265 | HighPt = <!Cuts|RTight!>
1265		LowPt = <!Cuts|RMed!>
1266		HighPtLooseBTag = <!Cuts|RTightLooseBTag!>
1267
1268	+
1269	+	#individual training:
1270	+	RTight_andTT: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28
1271	+	RTight_andDY: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal > -0.1
1272	+
1273	+	HighPt_ExpertRegion0: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal <= 0.28
1274	+	HighPt_ExpertRegion1: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal <= -0.1
1275	+	HighPt_ExpertRegion2: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal > -0.1 & VV_HighPt_ZH125_nov.nominal <= 0.28
1276	+	HighPt_ExpertRegion3: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal > -0.1 & VV_HighPt_ZH125_nov.nominal > 0.28
1277	+
1278	+
1279	+	HighPt_ExpertRegion0_EE: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal <= 0.28 & <!ZHeebb|addCuts!>
1280	+	HighPt_ExpertRegion1_EE: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal <= -0.1 & <!ZHeebb|addCuts!>
1281	+	HighPt_ExpertRegion2_EE: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal > -0.1 & VV_HighPt_ZH125_nov.nominal <= 0.28 & <!ZHeebb|addCuts!>
1282	+	HighPt_ExpertRegion3_EE: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal > -0.1 & VV_HighPt_ZH125_nov.nominal > 0.28 & <!ZHeebb|addCuts!>
1283	+
1284	+	HighPt_ExpertRegion0_MM: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal <= 0.28 & <!ZHmmbb|addCuts!>
1285	+	HighPt_ExpertRegion1_MM: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal <= -0.1 & <!ZHmmbb|addCuts!>
1286	+	HighPt_ExpertRegion2_MM: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal > -0.1 & VV_HighPt_ZH125_nov.nominal <= 0.28 & <!ZHmmbb|addCuts!>
1287	+	HighPt_ExpertRegion3_MM: <!Cuts|RTight!> & TT_HighPt_ZH125_nov.nominal > 0.28 & DY_HighPt_ZH125_nov.nominal > -0.1 & VV_HighPt_ZH125_nov.nominal > 0.28 & <!ZHmmbb|addCuts!>
1288	+
1289	+
1290		#control regions
1291		ZLight: <!ZHbb|preselection!> & <!ZHbb|noAddJet!> & <!ZHbb|zWindow!> & <!ZHbb|ntBtag!> & <!ZHbb|upperHMass!> & <!ZHbb|twoCSV0!> & <!ZHbb|dPhiVH!> & <!ZHbb|maxBtag!> > <!ZHbb|CSVL!> & V.pt > 50.
1292		TTbar = <!ZHbb|preselection!> & <!ZHbb|upperHMass!> & <!ZHbb|tcBtag!> & <!ZHbb|zVeto!> & H.pt > 100.
#	Line 1138 | Line 1335 | triggerMM = (triggerFlags[14]>0 || trigg
1335		#lepton individual
1336		RTight_EE: Vtype==1  & <!Cuts|RTight!>
1337		RTight_MM: Vtype==0 & <!Cuts|RTight!>
1338	+	# changed for BDTselect plots
1339		HighPt_Zee = <!Cuts|RTight_EE!>
1340	+	# & RTight_ZH125_oct.nominal > 0.6
1341		HighPt_Zmm = <!Cuts|RTight_MM!>
1342	+	# & RTight_ZH125_oct.nominal > 0.6
1343		RMed_EE: Vtype==1 & <!Cuts|RMed!>
1344		RMed_MM: Vtype==0 & <!Cuts|RMed!>
1345		LowPt_Zee = <!Cuts|RMed_EE!>
#	Line 1156 | Line 1356 | HighPtLooseBTag_EE: Vtype==1 & <!Cuts|RT
1356		HighPtLooseBTag_MM: Vtype==0 & <!Cuts|RTightLooseBTag!>
1357
1358		#Mjj
1359	<	LowPt_MJJ_Zee: <!ZHeebb|addCuts!> & <!Cuts|mjjLowPt!>
1360	<	LowPt_MJJ_Zmm: <!ZHmmbb|addCuts!> & <!Cuts|mjjLowPt!>
1359	>	LowPt_MJJ_Zee: <!ZHeebb|addCuts!> & <!Cuts|mjjLowPt_opt!>
1360	>	LowPt_MJJ_Zmm: <!ZHmmbb|addCuts!> & <!Cuts|mjjLowPt_opt!>
1361	>
1362	>	HighPt_MJJ_Zee: <!ZHeebb|addCuts!> & <!Cuts|mjjHighPt_opt!>
1363	>	HighPt_MJJ_Zmm: <!ZHmmbb|addCuts!> & <!Cuts|mjjHighPt_opt!>
1364	>
1365	>	MedPt_MJJ_Zee: <!ZHeebb|addCuts!> & <!Cuts|mjjMedPt_opt!>
1366	>	MedPt_MJJ_Zmm: <!ZHmmbb|addCuts!> & <!Cuts|mjjMedPt_opt!>
1367
1162	–	HighPt_MJJ_Zee: <!ZHeebb|addCuts!> & <!Cuts|mjjHighPt!>
1163	–	HighPt_MJJ_Zmm: <!ZHmmbb|addCuts!> & <!Cuts|mjjHighPt!>
1368		###########################################################################################
1369		# other things:
1370
1371		[Weights]
1372	+	#5fb:
1373		#weightF: (PUweightAB*weightTrig2012AB*lheWeight)
1374		#weightF_sys_UP: (PUweightP*weightTrig2012AB*lheWeight)
1375		#weightF_sys_DOWN: (PUweightM*weightTrig2012AB*lheWeight)

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