SUSY categorization

Training articles
50
Testing articles
50
Train/test split
50 %

Categorization efficiency (Help)

Final states

Jets

Precision

50%

Recall

85%

F1-score

63%

Photons

Precision

42%

Recall

100%

F1-score

60%

Leptons

Precision

75%

Recall

66%

F1-score

70%

Characteristics

Displaced vertices / Long-lived particles

Precision

75%

Recall

100%

F1-score

85%

R-parity violation

Precision

68%

Recall

86%

F1-score

76%

MSSM

Precision

74%

Recall

96%

F1-score

84%

Mislabeled testing articles (26)

Title User-assigned annotation Automatic categorizationUser-assigned annotation Automatic categorization
Measurement and interpretation of fermion-pair production at LEP energies o...
None
None
R-parity violation
R-parity violation
MSSM
Search for the associated production of charginos and neutralinos in the li...
Leptons
Leptons
None
R-parity violation
MSSM
Search for top squarks in R-parity violating supersymmetry with dileptons a...
Jets
Leptons
Jets
Leptons
R-parity violation
Displaced vertices / Long-lived particles
R-parity violation
Search for a scalar partner of the top quark in the all-hadronic $t{\bar{t}...
Jets
Jets
Leptons
None
None
Search for squarks and gluinos in final states with jets and missing transv...
Jets
Jets
Leptons
None
None
Improved luminosity determination in pp collisions at sqrt(s) = 7 TeV using...
None
Jets
Leptons
None
None
Search for neutral MSSM Higgs bosons decaying to τ+τ\tau^{+}\tau^- pairs in ...
None
Jets
Leptons
MSSM
None
Finding heavy long-lived charged particles with the ATLAS detector...
None
Jets
Displaced vertices / Long-lived particles
Displaced vertices / Long-lived particles
Search for lepton-flavor violating decays of heavy resonances and quantum b...
None
Jets
Leptons
None
R-parity violation
Combined search for electroweak production of charginos and neutralinos in ...
Jets
Leptons
None
None
R-parity violation
Search for pair production of first and second generation leptoquarks in pr...
Jets
Leptons
None
None
Displaced vertices / Long-lived particles
Search for supersymmetry in the vector-boson fusion topology in proton-prot...
Jets
Leptons
Jets
None
None
Top Quark Physics...
None
Jets
Leptons
None
None
Search for Narrow Diphoton Resonances and for γγ+W/Z\gamma \gamma + W / Z Signa...
Jets
Photons
Jets
Photons
None
MSSM
Search for supersymmetric particles with R parity violating decays in $e^{+...
None
Jets
Leptons
R-parity violation
R-parity violation
MSSM
A Study of single WW production in e+ee^{+} e^{-} collisions at S(1/2)S^{(1/2)}...
None
Photons
None
Displaced vertices / Long-lived particles
MSSM
Mass limit for the standard model Higgs boson with the full LEP I ALEPH dat...
None
None
None
MSSM
Search for anomalous photonic events with missing energy in e+ee^+ e^- colli...
Jets
Photons
Photons
None
None
Search for trilepton resonances from chargino and neutralino pair productio...
Jets
Leptons
Jets
Leptons
R-parity violation
MSSM
None
SEARCHES FOR SUSY AT LHC...
Jets
Leptons
None
None
None
Search for SUSY with multileptons in 13 TeV data...
Jets
Leptons
None
None
None
Search for direct production of top squark pairs decaying to all-hadronic f...
Jets
Jets
Leptons
None
None
Search for electroweak SUSY production at the CMS experiment...
None
Jets
None
None
Searches for Long-Lived Particles with Displaced Signatures at the LHC...
None
Jets
Leptons
Displaced vertices / Long-lived particles
R-parity violation
Displaced vertices / Long-lived particles
R-parity violation
Search for supersymmetry in events with same-sign dileptons and b-tagged je...
Jets
Leptons
Jets
Leptons
None
MSSM
Search for supersymmetry with the razor variables at CMS...
None
Jets
Photons
MSSM
None