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Inference model #17

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mafrahm opened this issue Oct 18, 2022 · 0 comments
Open
3 of 7 tasks

Inference model #17

mafrahm opened this issue Oct 18, 2022 · 0 comments

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@mafrahm
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mafrahm commented Oct 18, 2022

This issue is intended as a space to keep track of the TODOs for the default inference model:
https://github.com/uhh-cms/hh2bbww/blob/master/hbw/inference/default.py

Naming conventions are defined here:
https://gitlab.cern.ch/hh/naming-conventions

  • Use datacards to create first limits plots
  • Switch to DNN output scores as sensitive variables when possible
  • Implement DNN categories
  • Implement all relevant processes (requires setting up datasets and processes (+ cross sections) in cmsdb https://github.com/uhh-cms/cmsdb/tree/master/cmsdb/processes)
  • Implement all rate uncertainties as listed in naming conventions
  • Implement relevant shape uncertainties
  • Make use of the ParameterTransform features of the datacard writer (e.g. transform rate to shape or symmetrize)
@mafrahm mafrahm mentioned this issue Oct 18, 2022
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