...
- Understanding bias in low truth-jet pT
- Possibly caused by reco-pT threshold at 20 GeV, causing low truth-pt jets to be DR matched to higher pT jets incorrectly and causing response > 1
- Look at dEta between truth jet
- Possibly caused by reco-pT threshold at 20 GeV, causing low truth-pt jets to be DR matched to higher pT jets incorrectly and causing response > 1
Samples and models on SDF
...
Code Block |
---|
# ttbar non-all hadronic sample in PHYSVAL format; 600 GB /gpfs/slac/atlas/fs1/d/pbhattar/BjetRegression/Input_Ftag_Ntuples/nonallhad_PHYSVAL_mc20_410470 # ttbar samples in FTAG format; 900 GB /gpfs/slac/atlas/fs1/d/pbhattar/BjetRegression/Input_Ftag_Ntuples/Rel22_ttbar_DiLep /gpfs/slac/atlas/fs1/d/pbhattar/BjetRegression/Input_Ftag_Ntuples/Rel22_ttbar_SingleLep /gpfs/slac/atlas/fs1/d/pbhattar/BjetRegression/Input_Ftag_Ntuples/Rel22_ttbar_AllHadronic |
The following variables are available in the latest PHYSVAL TDD samples:
Expand |
---|
Group jets
~~~~~~~~~~~~~~~
Feature (D)ata type)
GN120220509_pb: (float32)
GN120220509_pc: (float32)
GN120220509_pu: (float32)
GN1Lep20220509_pb: (float32)
GN1Lep20220509_pc: (float32)
GN1Lep20220509_pu: (float32)
GN2v00_pb: (float32)
GN2v00_pc: (float32)
GN2v00_pu: (float32)
softElectron_ptr: (float32)
softElectron_dr: (float32)
softElectron_isoPt: (float32)
softElectron_abseta: (float32)
softElectron_d0Signed: (float32)
softElectron_z0Signed: (float32)
softElectron_d0SignedSig: (float32)
softElectron_epht: (float32)
softElectron_dphires: (float32)
softElectron_eop: (float32)
softElectron_rhad: (float32)
softElectron_rhad1: (float32)
softElectron_eratio: (float32)
softElectron_weta2: (float32)
softElectron_reta: (float32)
softElectron_f1: (float32)
softElectron_f3: (float32)
softElectron_phf: (float32)
SV1_correctSignificance3d: (float32)
softMuon_pt: (float32)
softMuon_dR: (float32)
softMuon_eta: (float32)
softMuon_phi: (float32)
softMuon_qOverPratio: (float32)
softMuon_momentumBalanceSignificance: (float32)
softMuon_scatteringNeighbourSignificance: (float32)
softMuon_pTrel: (float32)
softMuon_ip3dD0: (float32)
softMuon_ip3dZ0: (float32)
softMuon_ip3dD0Significance: (float32)
softMuon_ip3dZ0Significance: (float32)
softMuon_ip3dD0Uncertainty: (float32)
softMuon_ip3dZ0Uncertainty: (float32)
JetFitterFlip_energyFraction: (float32)
JetFitterFlip_mass: (float32)
JetFitterFlip_significance3d: (float32)
JetFitterFlip_deltaphi: (float32)
JetFitterFlip_deltaeta: (float32)
JetFitterFlip_massUncorr: (float32)
JetFitterFlip_dRFlightDir: (float32)
pt_btagJes: (float32)
eta_btagJes: (float32)
absEta_btagJes: (float32)
scalarSumTrackPt: (float32)
JetFitter_energyFraction: (float32)
JetFitter_mass: (float32)
JetFitter_significance3d: (float32)
JetFitter_deltaphi: (float32)
JetFitter_deltaeta: (float32)
JetFitter_massUncorr: (float32)
JetFitter_dRFlightDir: (float32)
SV1_masssvx: (float32)
SV1_efracsvx: (float32)
SV1_significance3d: (float32)
SV1_dstToMatLay: (float32)
SV1_deltaR: (float32)
SV1_Lxy: (float32)
SV1_L3d: (float32)
JetFitter_deltaR: (float32)
JetFitterSecondaryVertex_displacement3d: (float32)
JetFitterSecondaryVertex_displacement2d: (float32)
JetFitterSecondaryVertex_mass: (float32)
JetFitterSecondaryVertex_energy: (float32)
JetFitterSecondaryVertex_energyFraction: (float32)
JetFitterSecondaryVertex_minimumTrackRelativeEta: (float32)
JetFitterSecondaryVertex_maximumTrackRelativeEta: (float32)
JetFitterSecondaryVertex_averageTrackRelativeEta: (float32)
JetFitterSecondaryVertex_maximumAllJetTrackRelativeEta: (float32)
JetFitterSecondaryVertex_minimumAllJetTrackRelativeEta: (float32)
JetFitterSecondaryVertex_averageAllJetTrackRelativeEta: (float32)
rnnip_pu: (float16)
rnnip_pc: (float16)
rnnip_pb: (float16)
DL1r_pu: (float16)
DL1r_pc: (float16)
DL1r_pb: (float16)
DL1r20210824r22_pb: (float16)
DL1r20210824r22_pc: (float16)
DL1r20210824r22_pu: (float16)
dipsLoose20210729_pb: (float16)
dipsLoose20210729_pc: (float16)
dipsLoose20210729_pu: (float16)
dipsLoose20220314v2_pb: (float16)
dipsLoose20220314v2_pc: (float16)
dipsLoose20220314v2_pu: (float16)
dipsLoose20210729flip_pb: (float16)
dipsLoose20210729flip_pc: (float16)
dipsLoose20210729flip_pu: (float16)
DL1dv00_pu: (float16)
DL1dv00_pc: (float16)
DL1dv00_pb: (float16)
DL1dv01_pu: (float16)
DL1dv01_pc: (float16)
DL1dv01_pb: (float16)
JetFitterFlip_nVTX: (int32)
JetFitterFlip_nSingleTracks: (int32)
JetFitterFlip_nTracksAtVtx: (int32)
JetFitterFlip_N2Tpair: (int32)
IP3D_nTrks: (int32)
JetFitter_nVTX: (int32)
JetFitter_nSingleTracks: (int32)
JetFitter_nTracksAtVtx: (int32)
JetFitter_N2Tpair: (int32)
SV1_N2Tpair: (int32)
SV1_NGTinSvx: (int32)
JetFitterSecondaryVertex_nTracks: (int32)
softMuon_isDefaults: (int8)
rnnip_isDefaults: (int8)
JetFitter_isDefaults: (int8)
SV1_isDefaults: (int8)
JetFitterSecondaryVertex_isDefaults: (int8)
pt: (float32)
eta: (float32)
energy: (float32)
mass: (float32)
HadronConeExclTruthLabelPt: (float32)
HadronConeExclTruthLabelLxy: (float32)
truthJetPt: (float32)
truthJetEta: (float32)
truthJetM: (float32)
n_tracks: (int32)
GhostBHadronsFinalCount: (int32)
GhostCHadronsFinalCount: (int32)
HadronConeExclTruthLabelID: (int32)
HadronConeExclExtendedTruthLabelID: (int32)
PartonTruthLabelID: (int32)
jetPtRank: (int32)
primaryVertexDetectorZ: (float32)
mcEventWeight: (float32)
eventNumber: (int64)
averageInteractionsPerCrossing: (float32)
actualInteractionsPerCrossing: (float32)
nPrimaryVertices: (int32)
isRun3: (int8)
Group tracks
~~~~~~~~~~~~~~~
Feature (D)ata type)
expectInnermostPixelLayerHit: (uint8)
expectNextToInnermostPixelLayerHit: (uint8)
numberOfInnermostPixelLayerHits: (uint8)
numberOfNextToInnermostPixelLayerHits: (uint8)
numberOfInnermostPixelLayerSharedHits: (uint8)
numberOfInnermostPixelLayerSplitHits: (uint8)
numberOfPixelHits: (uint8)
numberOfPixelHoles: (uint8)
numberOfPixelSharedHits: (uint8)
numberOfPixelSplitHits: (uint8)
numberOfPixelDeadSensors: (uint8)
numberOfSCTHits: (uint8)
numberOfSCTHoles: (uint8)
numberOfSCTSharedHits: (uint8)
numberOfSCTDeadSensors: (uint8)
numberOfTRTHits: (uint8)
truthOriginLabel: (int32)
truthVertexIndex: (int32)
numberDoF: (float16)
theta: (float16)
qOverP: (float32)
chiSquared: (float32)
radiusOfFirstHit: (float32)
pixeldEdx: (float32)
pt: (float32)
ptfrac: (float32)
deta: (float32)
abs_deta: (float32)
z0RelativeToBeamspot: (float32)
qOverPUncertainty: (float32)
d0: (float16)
z0SinTheta: (float16)
eta: (float16)
d0Uncertainty: (float16)
z0SinThetaUncertainty: (float16)
phiUncertainty: (float16)
thetaUncertainty: (float16)
dphi: (float16)
dr: (float16)
z0RelativeToBeamspotUncertainty: (float16)
IP3D_signed_d0: (float16)
IP3D_signed_z0: (float16)
IP3D_signed_d0_significance: (float16)
IP3D_signed_z0_significance: (float16) |
Umami-preprocessing datasets:
...