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TrkQual BDT#381

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AndrewEdmonds11 wants to merge 13 commits into
Mu2e:mainfrom
AndrewEdmonds11:trkqual-bdt
Open

TrkQual BDT#381
AndrewEdmonds11 wants to merge 13 commits into
Mu2e:mainfrom
AndrewEdmonds11:trkqual-bdt

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@AndrewEdmonds11

@AndrewEdmonds11 AndrewEdmonds11 commented Jun 30, 2026

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This PR goes with Mu2e/ArtAnalysis#7. Once this PR is merged, there will be two trkqual branches:

  • trkqual contains the ANN result
  • trkqual2 contains the BDT result

UPDATE 2026-07-24:
This PR goes with Mu2e/ArtAnalysis#7. Once this PR is merged, there will be two trkqual branches:

  • trkqual contains the ANN result
  • trkqual_bdt contains the BDT result

The following features have been added:

  • trkqual branches can have arbirary names,
  • trkqual metadata (version number, input tag) is stored in a histogram
    • you can check this using the checkEventNtuple script
    • you can require a specific model version in RooUtil analysis script using util.RequireTrkQualMetadata (see rooutil/examples/CompareTrkQualTrainings_UserBranches.C)
  • RooUtil can better support run-time defined branches with the new UserBranch (should resolve RooUtil can only handle two trkqual branches and one mcsteps branch #306)

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RooUtil can only handle two trkqual branches and one mcsteps branch

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