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HEP-KBFI / ml-tau-en-reg

Reconstructing tau leptons using various machine learning techniques
GNU General Public License v3.0
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Applying minimum pT cut for jets #51

Closed Laurits7 closed 1 week ago

Laurits7 commented 1 week ago

Currently we are requiring for the jet clustering a minimum pT of 20 GeV. However this cut may not be optimal in our case.

As we can see from the figure below, we are cutting a way a considerable portion of low energetic taus: image

The confusion matrix for GenJet pT and GenTau pT with pT > 20 cut: image

The confusion matrix for GenJet pT and RecoJet pT with pT > 20 cut: image

However, removing the cut, we don't see too much pollution:

The confusion matrix for GenJet pT and GenTau pT without cut: image

The confusion matrix for GenJet pT and RecoJet pT without cut: image

Laurits7 commented 1 week ago

Merged in PR #52