Adding Track Quality Models for HYBRID NEW KF 4 & 5 Parameter Simulation

[amastron23]

PR description:

This PR adds two BDT models for baseline and extended tracking simulation for the New KF (defined in ProducerSim.cc)

Those are found under the L1Trigger/TrackFindingTracklet/data directory.

• HYBRID_SIM_4_TQ_XGBOOST_v0.json: Trained against a Release Validation TTBar Sample, in D121 Geometry, @ 200 PU (CMSSW_20_0_0_pre1)
• HYBRID_SIM_5_TQ_XGBOOST_v0.json: Trained against a Release Validation Displaced SUSY Sample, in D121 Geometry, @ 200 PU (CMSSW_20_0_0_pre1)

[amastron23]

MVA Performance Between Fakes and Reals for HYBRID_SIM_DISPLACED (New KF 5 Par Fit Sim):

and AUC performance vs. absolute L1 Track d0:

This is under the HYBRID_SIM_5_TQ_XGBOOST_v0.json under L1Trigger/TrackFindingTracklet/data

[amastron23]

MVA Performance Between Reals and Fakes for HYBRID_SIM (New KF 4 Par Fit Simulation)

And AUC Performance vs. L1 Track Phi:

This is under the HYBRID_SIM_4_TQ_XGBOOST_v0.json under L1Trigger/TrackFindingTracklet/data