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Msotgia/track score cheating - #259

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mattiasotgia:msotgia/track_score_cheating
Draft

Msotgia/track score cheating#259
mattiasotgia wants to merge 6 commits into
PandoraPFAOrg:developfrom
mattiasotgia:msotgia/track_score_cheating

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@mattiasotgia

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With this PR I propose the "Cheated" version of the MvaCharacterisationAlgorithm used to classify track-like and shower-like objects.

The idea for this approach, differently to the already present CheatingPfoCharacterisationAlgorithm, is to return a similar "score" value after the reconstruction, so the Cheated algorithm can be used without altering the downstream event selection, but still using the "track" score information

The CheatingMvaPfoCharacterisationAlgorithm is essentially identical to the MvaPfoCharacterisationAlgorithm, without needing the MvaFileName tag, the MvaName tag, the MvaFileNameNoChargeInfo tag and the MvaNameNoChargeInfo.

This algorithm retains the computation of the Pfo features.

To correctly handle the cases where electron do behave like tracks (i.e., when their energy is lower than the critical energy, which is 30.5 MeV for LAr 1) the CriticalEnergy tag is added, so it is possible to set (in GeV) the value, if different from 30.5 MeV (default value).


Footnotes

  1. Information taken from https://lar.bnl.gov/properties/

@AndyChappell
AndyChappell marked this pull request as draft November 6, 2025 07:38
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