training: Training set of 250000 events from the ATLAS full-detector...
In hsansford1/higgsboson:
Description
Usage
Format
Source
Description
A training dataset of 250000 events, with an ID column, 30 feature columns, a weight column and a label column.
Usage
1
Format
A data frame with 250,000 rows and 33 variables:
- EventId
An unique integer identifier of the event.
- DER_mass_MMC
The estimated mass of the Higgs boson candidate, obtained through a probabilistic phase space integration.
- DERmass_transverse_met_lep
The transverse mass between the missing transverse energy and the lepton.
- DER_mass_vis
The invariant mass of the hadronic tau and the lepton.
- DER_pt_h
The modulus of the vector sum of the transverse momentum of the hadronic tau, the lepton and the missing transverse energy vector.
- DER_deltaeta_jet_jet
The absolute value of the pseudorapidity separation between the two jets (undefined if PRI_jet_num ≤ 1).
- DER_mass_jet_jet
The invariant mass of the two jets (undefined if PRI_jet_num ≤ 1).
- DER_prodeta_jet_jet
The product of the pseudorapidities of the two jets (undefined if PRI_jet_num ≤ 1).
- DER_deltar_tau_lep
The R separation between the hadronic tau and the lepton.
- DER_pt_tot
The modulus of the vector sum of the missing transverse momenta and the transverse momenta of the hadronic tau, the lepton, the leading jet (if PRI_jet_num ≥) and the subleading jet (if PRI jet num = 2) (but not of any additional jets).
- DER_sum_pt
The sum of the moduli of the transverse momenta of the hadronic tau, the lepton, the leading jet (if PRI jet num ≥ 1) and the subleading jet (if PRI jet num = 2) and the other jets (if PRI jet num = 3).
- DER_pt_ratio_lep_tau
The ratio of the transverse momenta of the lepton and the hadronic tau.
- DER_met_phi_centrality
The centrality of the azimuthal angle of the missing transverse energy vector w.r.t. the hadronic tau and the lepton.
- DER_lep_eta_centrality
The centrality of the pseudorapidity of the lepton w.r.t. the two jets (undefined if PRI_jet_num ≤ 1).
- PRI_tau_pt
The transverse momentum of the hadronic tau.
- PRI_tau_eta
The pseudorapidity of the hadronic tau.
- PRI_tau_phi
The azimuth angle of the hadronic tau.
- PRI_lep_pt
The transverse momentum of the lepton (electron or muon).
- PRI_lep_eta
The pseudorapidity of the lepton.
- PRI_lep_phi
The azimuth angle of the lepton.
- PRI_met
The missing transverse energy.
- PRI_met_phi
The azimuth angle of the mssing transverse energy.
- PRI_met_sumet
The total transverse energy in the detector.
- PRI_jet_num
The number of jets (integer with value of 0, 1, 2 or 3; possible larger values have been capped at 3).
- PRI_jet_leading_pt
The transverse momentum of the leading jet, that is the jet with largest transverse momentum (undefined if PRI_jet_num = 0).
- PRI_jet_leading_eta
The pseudorapidity of the leading jet (undefined if PRI jet num = 0).
- PRI_jet_leading_phi
The azimuth angle of the leading jet (undefined if PRI jet num = 0).
- PRI_jet_subleading_pt
The transverse momentum of the leading jet, that is, the jet with second largest transverse momentum (undefined if PRI_jet_num ≤ 1).
- PRI_jet_subleading_eta
The pseudorapidity of the subleading jet (undefined if PRI_jet_num ≤ 1).
- PRI_jet_subleading_phi
The azimuth angle ϕ of the subleading jet (undefined if PRI_jet_num ≤ 1).
- PRI_jet_all_pt
The scalar sum of the transverse momentum of all the jets of the events.
- Weight
The event weight
- Label
The event label (string) (s for signal, b for background).
Source
http://opendata.cern.ch/record/328
hsansford1/higgsboson documentation built on Jan. 22, 2022, 4:34 a.m.
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Description Usage Format Source
Description
A training dataset of 250000 events, with an ID column, 30 feature columns, a weight column and a label column.
Usage
1 |
Format
A data frame with 250,000 rows and 33 variables:
- EventId
An unique integer identifier of the event.
- DER_mass_MMC
The estimated mass of the Higgs boson candidate, obtained through a probabilistic phase space integration.
- DERmass_transverse_met_lep
The transverse mass between the missing transverse energy and the lepton.
- DER_mass_vis
The invariant mass of the hadronic tau and the lepton.
- DER_pt_h
The modulus of the vector sum of the transverse momentum of the hadronic tau, the lepton and the missing transverse energy vector.
- DER_deltaeta_jet_jet
The absolute value of the pseudorapidity separation between the two jets (undefined if PRI_jet_num ≤ 1).
- DER_mass_jet_jet
The invariant mass of the two jets (undefined if PRI_jet_num ≤ 1).
- DER_prodeta_jet_jet
The product of the pseudorapidities of the two jets (undefined if PRI_jet_num ≤ 1).
- DER_deltar_tau_lep
The R separation between the hadronic tau and the lepton.
- DER_pt_tot
The modulus of the vector sum of the missing transverse momenta and the transverse momenta of the hadronic tau, the lepton, the leading jet (if PRI_jet_num ≥) and the subleading jet (if PRI jet num = 2) (but not of any additional jets).
- DER_sum_pt
The sum of the moduli of the transverse momenta of the hadronic tau, the lepton, the leading jet (if PRI jet num ≥ 1) and the subleading jet (if PRI jet num = 2) and the other jets (if PRI jet num = 3).
- DER_pt_ratio_lep_tau
The ratio of the transverse momenta of the lepton and the hadronic tau.
- DER_met_phi_centrality
The centrality of the azimuthal angle of the missing transverse energy vector w.r.t. the hadronic tau and the lepton.
- DER_lep_eta_centrality
The centrality of the pseudorapidity of the lepton w.r.t. the two jets (undefined if PRI_jet_num ≤ 1).
- PRI_tau_pt
The transverse momentum of the hadronic tau.
- PRI_tau_eta
The pseudorapidity of the hadronic tau.
- PRI_tau_phi
The azimuth angle of the hadronic tau.
- PRI_lep_pt
The transverse momentum of the lepton (electron or muon).
- PRI_lep_eta
The pseudorapidity of the lepton.
- PRI_lep_phi
The azimuth angle of the lepton.
- PRI_met
The missing transverse energy.
- PRI_met_phi
The azimuth angle of the mssing transverse energy.
- PRI_met_sumet
The total transverse energy in the detector.
- PRI_jet_num
The number of jets (integer with value of 0, 1, 2 or 3; possible larger values have been capped at 3).
- PRI_jet_leading_pt
The transverse momentum of the leading jet, that is the jet with largest transverse momentum (undefined if PRI_jet_num = 0).
- PRI_jet_leading_eta
The pseudorapidity of the leading jet (undefined if PRI jet num = 0).
- PRI_jet_leading_phi
The azimuth angle of the leading jet (undefined if PRI jet num = 0).
- PRI_jet_subleading_pt
The transverse momentum of the leading jet, that is, the jet with second largest transverse momentum (undefined if PRI_jet_num ≤ 1).
- PRI_jet_subleading_eta
The pseudorapidity of the subleading jet (undefined if PRI_jet_num ≤ 1).
- PRI_jet_subleading_phi
The azimuth angle ϕ of the subleading jet (undefined if PRI_jet_num ≤ 1).
- PRI_jet_all_pt
The scalar sum of the transverse momentum of all the jets of the events.
- Weight
The event weight
- Label
The event label (string) (s for signal, b for background).
Source
http://opendata.cern.ch/record/328
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