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# MVA definitions
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[MVAGeneral]
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type = BDT
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SettingsTight = !H:!V:NTrees=400:nEventsMin=500:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.1:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
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SettingsLooseBtag = !H:!V:NTrees=400:nEventsMin=500:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.1:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
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SettingsMed = !H:!V:NTrees=400:nEventsMin=300:MaxDepth=2:BoostType=AdaBoost:AdaBoostBeta=0.12:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
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typeCut = Cuts
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SettingsTightCut= !H:!V:FitMethod=GA:EffSel
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backgrounds = Zudsg Zudsg_pt120 Zbb Zbb_pt120 Zcc Zcc_pt120 WZ ZZ TT
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backgroundsNoDiboson = Zudsg Zudsg_pt120 Zbb Zbb_pt120 Zcc Zcc_pt120 TT
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#individual BKGds:
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#TT: TT
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TT : TT_FullLept TT_SemiLept
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ST : ST_s ST_t ST_tW STbar_s STbar_t STbar_tW
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DY: Zudsg Zudsg1J Zudsg2J Zudsg3J Zudsg4J ZudsgHT200400 ZudsgHT400 Zudsg5070 Zudsg70100 Zudsg100 Zudsg180 Zcc Zcc1J Zcc2J Zcc3J Zcc4J ZccHT200400 ZccHT400 Zcc5070 Zcc70100 Zcc100 Zbb180 Zbb Zbb1J Zbb2J Zbb3J Zbb4J ZbbHT200400 ZbbHT400 Zbb5070 Zbb70100 Zbb100 Zbb180
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VV: ZZ WW WZ
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#settings:
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SettingsTT = !H:!V:NTrees=300:nEventsMin=300:MaxDepth=2:BoostType=AdaBoost:AdaBoostBeta=0.1:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
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SettingsDY = !H:!V:NTrees=400:nEventsMin=500:MaxDepth=3:BoostType=AdaBoost:AdaBoostBeta=0.1:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
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SettingsVV = !H:!V:NTrees=250:nEventsMin=250:MaxDepth=2:BoostType=AdaBoost:AdaBoostBeta=0.1:SeparationType=MisClassificationError:nCuts=25:PruneMethod=NoPruning
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#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
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#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
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backgrounds8TeV: <!MVAGeneral|DY!> <!MVAGeneral|VV!> <!MVAGeneral|TT!> <!MVAGeneral|ST!> ZH125
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Test: ZZ
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[factory]
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factoryname: MVA
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factorysettings: !V:!Silent:Color:DrawProgressBar:AnalysisType=Classification:Transformations=I
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#:Transformations=I;D;P;G,D
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[MVALists]
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#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
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#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
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#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
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#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
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#List_for_submitscript: TT_HighPt_ZH125_nov
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#List_for_submitscript: DY_HighPt_ZH125_nov
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List_for_submitscript: VV_HighPt_ZH125_nov
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#List_for_submitscript: RTight_ZH125_may,RMed_ZH125_may,RTight_ZH125_oct,RMed_ZH125_oct
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#individual BKGds training
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[TT_HighPt_ZH125_nov]
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MVAtype: <!MVAGeneral|type!>
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MVAsettings: <!MVAGeneral|SettingsTT!>
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path: <!Directories|samplepath!>/env/sys/
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signals: ZH125
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backgrounds: <!MVAGeneral|TT!>
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treeVarSet: treeVarsICHEP
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treeCut: RTight
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[DY_HighPt_ZH125_nov]
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MVAtype: <!MVAGeneral|type!>
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MVAsettings: <!MVAGeneral|SettingsDY!>
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path: <!Directories|TT_MVA_path!>
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signals: ZH125
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backgrounds: <!MVAGeneral|DY!>
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treeVarSet: treeVarsICHEP
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treeCut: RTight_andTT
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[VV_HighPt_ZH125_nov]
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MVAtype: <!MVAGeneral|type!>
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MVAsettings: <!MVAGeneral|SettingsVV!>
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path: <!Directories|DY_MVA_path!>
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signals: ZH125
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backgrounds: <!MVAGeneral|VV!>
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treeVarSet: treeVarsICHEP
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treeCut: RTight_andDY
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[RTight_Mjj_opt]
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MVAtype: <!MVAGeneral|typeCut!>
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MVAsettings: <!MVAGeneral|SettingsTightCut!>
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path: <!Directories|samplepath!>/env/sys/
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signals: ZH125
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backgrounds: <!MVAGeneral|Test!>
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treeVarSet: treeVarsNoMass
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treeCut: RTight
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##ZZ
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[RTight_ZZ_may]
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MVAtype: <!MVAGeneral|type!>
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MVAsettings: <!MVAGeneral|SettingsTight!>
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path: <!Directories|samplepath!>
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signals: ZZ
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backgrounds: <!MVAGeneral|backgroundsNoDiboson!>
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treeVarSet: treeVarsICHEP
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treeCut: RTight
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# old 7 TeV Training
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[RTight_ZH110_may]
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MVAtype: <!MVAGeneral|type!>
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MVAsettings: <!MVAGeneral|SettingsTight!>
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path: <!Directories|samplepath!>
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signals: ZH110
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backgrounds: <!MVAGeneral|backgrounds!>
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treeVarSet: treeVarsICHEP
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treeCut: RTigh
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[RTight_ZH115_may]
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MVAtype: <!MVAGeneral|type!>
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MVAsettings: <!MVAGeneral|SettingsTight!>
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path: <!Directories|samplepath!>
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signals: ZH115
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backgrounds: <!MVAGeneral|backgrounds!>
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treeVarSet: treeVarsICHEP
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treeCut: RTight
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[RTight_ZH120_may]
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MVAtype: <!MVAGeneral|type!>
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MVAsettings: <!MVAGeneral|SettingsTight!>
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path: <!Directories|samplepath!>
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signals: ZH120
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backgrounds: <!MVAGeneral|backgrounds!>
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treeVarSet: treeVarsICHEP
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treeCut: RTight
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[RTight_ZH125_may]
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MVAtype: <!MVAGeneral|type!>
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MVAsettings: <!MVAGeneral|SettingsTight!>
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path: <!Directories|samplepath!>
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signals: ZH125
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backgrounds: <!MVAGeneral|backgrounds!>
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treeVarSet: treeVarsICHEP
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treeCut: RTight
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[RTight_ZH130_may]
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MVAtype: <!MVAGeneral|type!>
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MVAsettings: <!MVAGeneral|SettingsTight!>
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path: <!Directories|samplepath!>
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signals: ZH130
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backgrounds: <!MVAGeneral|backgrounds!>
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treeVarSet: treeVarsICHEP
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treeCut: RTight
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[RTight_ZH135_may]
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MVAtype: <!MVAGeneral|type!>
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MVAsettings: <!MVAGeneral|SettingsTight!>
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path: <!Directories|samplepath!>
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signals: ZH135
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backgrounds: <!MVAGeneral|backgrounds!>
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treeVarSet: treeVarsICHEP
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treeCut: RTight
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[RMed_ZH110_may]
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MVAtype: <!MVAGeneral|type!>
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MVAsettings: <!MVAGeneral|SettingsMed!>
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path: <!Directories|samplepath!>
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signals: ZH110
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backgrounds: <!MVAGeneral|backgrounds!>
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treeVarSet: treeVarsICHEP
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treeCut: RMed
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[RMed_ZH115_may]
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MVAtype: <!MVAGeneral|type!>
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MVAsettings: <!MVAGeneral|SettingsMed!>
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path: <!Directories|samplepath!>
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signals: ZH115
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backgrounds: <!MVAGeneral|backgrounds!>
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treeVarSet: treeVarsICHEP
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treeCut: RMed
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[RMed_ZH120_may]
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MVAtype: <!MVAGeneral|type!>
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MVAsettings: <!MVAGeneral|SettingsMed!>
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path: <!Directories|samplepath!>
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signals: ZH120
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backgrounds: <!MVAGeneral|backgrounds!>
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treeVarSet: treeVarsICHEP
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treeCut: RMed
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[RMed_ZH125_may]
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MVAtype: <!MVAGeneral|type!>
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MVAsettings: <!MVAGeneral|SettingsMed!>
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path: <!Directories|samplepath!>
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signals: ZH125
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backgrounds: <!MVAGeneral|backgrounds!>
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treeVarSet: treeVarsICHEP
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treeCut: RMed
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[RMed_ZH130_may]
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MVAtype: <!MVAGeneral|type!>
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MVAsettings: <!MVAGeneral|SettingsMed!>
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path: <!Directories|samplepath!>
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signals: ZH130
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backgrounds: <!MVAGeneral|backgrounds!>
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treeVarSet: treeVarsICHEP
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treeCut: RMed
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| 208 |
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| 209 |
[RMed_ZH135_may]
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| 210 |
MVAtype: <!MVAGeneral|type!>
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MVAsettings: <!MVAGeneral|SettingsMed!>
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| 212 |
path: <!Directories|samplepath!>
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signals: ZH135
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backgrounds: <!MVAGeneral|backgrounds!>
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treeVarSet: treeVarsICHEP
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treeCut: RMed
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#new 8TeV Training
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[RTight_ZH110_oct]
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MVAtype: <!MVAGeneral|type!>
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MVAsettings: <!MVAGeneral|SettingsTight!>
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path: <!Directories|samplepath!>/env/sys/
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signals: ZH110
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backgrounds: <!MVAGeneral|backgrounds8TeV!>
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treeVarSet: treeVarsICHEP
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treeCut: RTight
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| 228 |
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[RTight_ZH115_oct]
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MVAtype: <!MVAGeneral|type!>
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| 231 |
MVAsettings: <!MVAGeneral|SettingsTight!>
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| 232 |
path: <!Directories|samplepath!>/env/sys/
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signals: ZH115
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| 234 |
backgrounds: <!MVAGeneral|backgrounds8TeV!>
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| 235 |
treeVarSet: treeVarsICHEP
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treeCut: RTight
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| 237 |
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| 238 |
[RTight_ZH120_oct]
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| 239 |
MVAtype: <!MVAGeneral|type!>
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| 240 |
MVAsettings: <!MVAGeneral|SettingsTight!>
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| 241 |
path: <!Directories|samplepath!>/env/sys/
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| 242 |
signals: ZH120
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| 243 |
backgrounds: <!MVAGeneral|backgrounds8TeV!>
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| 244 |
treeVarSet: treeVarsICHEP
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| 245 |
treeCut: RTight
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| 246 |
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| 247 |
[RTight_ZH125_oct]
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| 248 |
MVAtype: <!MVAGeneral|type!>
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| 249 |
MVAsettings: <!MVAGeneral|SettingsTight!>
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| 250 |
path: <!Directories|samplepath!>/env/sys/
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| 251 |
signals: ZH125
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| 252 |
backgrounds: <!MVAGeneral|backgrounds8TeV!>
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| 253 |
treeVarSet: treeVarsICHEP
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| 254 |
treeCut: RTight
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| 255 |
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| 256 |
[RTight_ZH130_oct]
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| 257 |
MVAtype: <!MVAGeneral|type!>
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| 258 |
MVAsettings: <!MVAGeneral|SettingsTight!>
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| 259 |
path: <!Directories|samplepath!>/env/sys/
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| 260 |
signals: ZH130
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| 261 |
backgrounds: <!MVAGeneral|backgrounds8TeV!>
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| 262 |
treeVarSet: treeVarsICHEP
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| 263 |
treeCut: RTight
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| 264 |
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| 265 |
[RTight_ZH135_oct]
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| 266 |
MVAtype: <!MVAGeneral|type!>
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| 267 |
MVAsettings: <!MVAGeneral|SettingsTight!>
|
| 268 |
path: <!Directories|samplepath!>/env/sys/
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| 269 |
signals: ZH135
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| 270 |
backgrounds: <!MVAGeneral|backgrounds8TeV!>
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| 271 |
treeVarSet: treeVarsICHEP
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| 272 |
treeCut: RTight
|
| 273 |
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| 274 |
[RMed_ZH110_oct]
|
| 275 |
MVAtype: <!MVAGeneral|type!>
|
| 276 |
MVAsettings: <!MVAGeneral|SettingsMed!>
|
| 277 |
path: <!Directories|samplepath!>/env/sys/
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| 278 |
signals: ZH110
|
| 279 |
backgrounds: <!MVAGeneral|backgrounds8TeV!>
|
| 280 |
treeVarSet: treeVarsICHEP
|
| 281 |
treeCut: RMed
|
| 282 |
|
| 283 |
[RMed_ZH115_oct]
|
| 284 |
MVAtype: <!MVAGeneral|type!>
|
| 285 |
MVAsettings: <!MVAGeneral|SettingsMed!>
|
| 286 |
path: <!Directories|samplepath!>/env/sys/
|
| 287 |
signals: ZH115
|
| 288 |
backgrounds: <!MVAGeneral|backgrounds8TeV!>
|
| 289 |
treeVarSet: treeVarsICHEP
|
| 290 |
treeCut: RMed
|
| 291 |
|
| 292 |
[RMed_ZH120_oct]
|
| 293 |
MVAtype: <!MVAGeneral|type!>
|
| 294 |
MVAsettings: <!MVAGeneral|SettingsMed!>
|
| 295 |
path: <!Directories|samplepath!>/env/sys/
|
| 296 |
signals: ZH120
|
| 297 |
backgrounds: <!MVAGeneral|backgrounds8TeV!>
|
| 298 |
treeVarSet: treeVarsICHEP
|
| 299 |
treeCut: RMed
|
| 300 |
|
| 301 |
[RMed_ZH125_oct]
|
| 302 |
MVAtype: <!MVAGeneral|type!>
|
| 303 |
MVAsettings: <!MVAGeneral|SettingsMed!>
|
| 304 |
path: <!Directories|samplepath!>/env/sys/
|
| 305 |
signals: ZH125
|
| 306 |
backgrounds: <!MVAGeneral|backgrounds8TeV!>
|
| 307 |
treeVarSet: treeVarsICHEP
|
| 308 |
treeCut: RMed
|
| 309 |
|
| 310 |
[RMed_ZH130_oct]
|
| 311 |
MVAtype: <!MVAGeneral|type!>
|
| 312 |
MVAsettings: <!MVAGeneral|SettingsMed!>
|
| 313 |
path: <!Directories|samplepath!>/env/sys/
|
| 314 |
signals: ZH130
|
| 315 |
backgrounds: <!MVAGeneral|backgrounds8TeV!>
|
| 316 |
treeVarSet: treeVarsICHEP
|
| 317 |
treeCut: RMed
|
| 318 |
|
| 319 |
[RMed_ZH135_oct]
|
| 320 |
MVAtype: <!MVAGeneral|type!>
|
| 321 |
MVAsettings: <!MVAGeneral|SettingsMed!>
|
| 322 |
path: <!Directories|samplepath!>/env/sys/
|
| 323 |
signals: ZH135
|
| 324 |
backgrounds: <!MVAGeneral|backgrounds8TeV!>
|
| 325 |
treeVarSet: treeVarsICHEP
|
| 326 |
treeCut: RMed
|
| 327 |
|
| 328 |
[RTightLooseBTag_ZH110_oct]
|
| 329 |
MVAtype: <!MVAGeneral|type!>
|
| 330 |
MVAsettings: <!MVAGeneral|SettingsLooseBtag!>
|
| 331 |
path: <!Directories|samplepath!>/env/sys/
|
| 332 |
signals: ZH110
|
| 333 |
backgrounds: <!MVAGeneral|backgrounds8TeV!>
|
| 334 |
treeVarSet: treeVarsICHEP
|
| 335 |
treeCut: RTightLooseBTag
|
| 336 |
|
| 337 |
[RTightLooseBTag_ZH115_oct]
|
| 338 |
MVAtype: <!MVAGeneral|type!>
|
| 339 |
MVAsettings: <!MVAGeneral|SettingsLooseBtag!>
|
| 340 |
path: <!Directories|samplepath!>/env/sys/
|
| 341 |
signals: ZH115
|
| 342 |
backgrounds: <!MVAGeneral|backgrounds8TeV!>
|
| 343 |
treeVarSet: treeVarsICHEP
|
| 344 |
treeCut: RTightLooseBTag
|
| 345 |
|
| 346 |
[RTightLooseBTag_ZH120_oct]
|
| 347 |
MVAtype: <!MVAGeneral|type!>
|
| 348 |
MVAsettings: <!MVAGeneral|SettingsLooseBtag!>
|
| 349 |
path: <!Directories|samplepath!>/env/sys/
|
| 350 |
signals: ZH120
|
| 351 |
backgrounds: <!MVAGeneral|backgrounds8TeV!>
|
| 352 |
treeVarSet: treeVarsICHEP
|
| 353 |
treeCut: RTightLooseBTag
|
| 354 |
|
| 355 |
[RTightLooseBTag_ZH125_oct]
|
| 356 |
MVAtype: <!MVAGeneral|type!>
|
| 357 |
MVAsettings: <!MVAGeneral|SettingsLooseBtag!>
|
| 358 |
path: <!Directories|samplepath!>/env/sys/
|
| 359 |
signals: ZH125
|
| 360 |
backgrounds: <!MVAGeneral|backgrounds8TeV!>
|
| 361 |
treeVarSet: treeVarsICHEP
|
| 362 |
treeCut: RTightLooseBTag
|
| 363 |
|
| 364 |
[RTightLooseBTag_ZH130_oct]
|
| 365 |
MVAtype: <!MVAGeneral|type!>
|
| 366 |
MVAsettings: <!MVAGeneral|SettingsLooseBtag!>
|
| 367 |
path: <!Directories|samplepath!>/env/sys/
|
| 368 |
signals: ZH130
|
| 369 |
backgrounds: <!MVAGeneral|backgrounds8TeV!>
|
| 370 |
treeVarSet: treeVarsICHEP
|
| 371 |
treeCut: RTightLooseBTag
|
| 372 |
|
| 373 |
[RTightLooseBTag_ZH135_oct]
|
| 374 |
MVAtype: <!MVAGeneral|type!>
|
| 375 |
MVAsettings: <!MVAGeneral|SettingsLooseBtag!>
|
| 376 |
path: <!Directories|samplepath!>/env/sys/
|
| 377 |
signals: ZH135
|
| 378 |
backgrounds: <!MVAGeneral|backgrounds8TeV!>
|
| 379 |
treeVarSet: treeVarsICHEP
|
| 380 |
treeCut: RTightLooseBTag
|
