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Added mvaVar to OpenCV module along with maxNbInTop, also updated Rsy…
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…s config to support new variables and added missing paraleter for CSV threshold
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pastika committed Dec 17, 2016
1 parent 6ed5ddf commit 888da4d
Showing 1 changed file with 36 additions and 6 deletions.
42 changes: 36 additions & 6 deletions TopTagger.cfg
Original file line number Diff line number Diff line change
Expand Up @@ -21,7 +21,7 @@ TopTagger
module[2] = "TTMHEPRequirements"
module[3] = "TTMAK8TopFilter"

#Clean out tops with overlapping candiates
#Clean out tops with overlapping candiates
module[4] = "TTMOverlapResolution"
context[4] = "TTMOverlapResolution_monojet"

Expand All @@ -41,7 +41,7 @@ TopTagger
#in multiple modules
Common
{
#basic constants
#basic constants
mW = 80.385
mt = 173.5

Expand All @@ -54,14 +54,14 @@ Common
#the module specific options
TTMBasicClusterAlgo
{
#Resolved tagger Variables
#Resolved tagger Variables
doTrijet = true
minTopCandMass = 100
maxTopCandMass = 250
minAK4ResolvedPt = 30
dRMaxTrijet = 1.5

#Boosted W tagger parameters
#Boosted W tagger parameters
doDijet = true
minAK8WMass = 65
maxAK8WMass = 100
Expand All @@ -81,7 +81,7 @@ TTMHEPRequirements
{
#Parameters used for tri & dijets
Rmin = 0.85
Rmax = 1.25
Rmax = 1.25

#b-counting parameters used only for trijets
csvThreshold = 0.800
Expand All @@ -94,8 +94,30 @@ TTMHEPRequirements
}
TTMOpenCVMVA
{
#Random Forest parameters
discCut = 0.65
modelFile = "TrainingOutput_dR20_pt30_depth14_2016_Dec2.model"
mvaVar[0] = "cand_m"
mvaVar[1] = "j12_m"
mvaVar[2] = "j13_m"
mvaVar[3] = "j23_m"
mvaVar[4] = "j1_p"
mvaVar[5] = "j2_p"
mvaVar[6] = "j3_p"
mvaVar[7] = "dTheta12"
mvaVar[8] = "dTheta23"
mvaVar[9] = "dTheta13"
mvaVar[10] = "j1_CSV"
mvaVar[11] = "j2_CSV"
mvaVar[12] = "j3_CSV"
mvaVar[13] = "j1_QGL"
mvaVar[14] = "j2_QGL"
mvaVar[15] = "j3_QGL"

#b-counting parameters used to suppress fakerate for high Nb
csvThreshold = 0.800
bEtaCut = 2.4
maxNbInTop = 1
}
#TTMAK8TopFilter
#{
Expand All @@ -120,10 +142,18 @@ TTMRemainingSystem
{
lowRsysMass = 50
highRsysMass = 220
csvThreshold = 0.800
dRMaxRsys = 1.5
useSecondJet = true

#Boosted W tagger parameters
allowW = false
minAK8WMass = 65
maxAK8WMass = 100
maxWTau21 = 0.60
minAK8WPt = 200
}
TTMFinalSort
{
sortMethod = "topPt"
}
}

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