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Model file for the new BDT #2

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Merged
cmsbuild merged 2 commits into from
Jul 14, 2025
Merged

Model file for the new BDT #2

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ed3189e
Updated the BDT model and description
MartinKlevs Jul 7, 2025
7221567
Update README.md
MartinKlevs Jul 8, 2025
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1 change: 1 addition & 0 deletions BDT_nvars_17_d7.xml
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11 changes: 5 additions & 6 deletions README.md
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*clf4D_MTDquality_bo.xml*
BDT with 14 inputs trained to classify good track+MTD association on the basis of the track parameters (reconstructed parameters + track pattern) and matching chi2 in MTD (space and time). Training has been performed on PU200 TTbar events in CMSSW_10_4_0_mtd5, using a dedicated reReco of MTD TDR samples which used a time beam spot constraint in addition to the space chi2.
**`BDT_nvars_17_d7.xml`**



BDT with 17 inputs trained to classify good track+MTD association on the basis of the track parameters (reconstructed parameters + track pattern) and matching chi2 in MTD (space and time). Training has been performed on the
`/RelValTTbar_14TeV/CMSSW_15_1_0_pre2-PU_150X_mcRun4_realistic_v1_STD_Run4D110_PU-v1/GEN-SIM-RECO`
dataset using code located [here](https://gitlab.cern.ch/cms-dpg-mtd/mtd_matching_quality_bdt/-/tree/updated_BDT_17_vars).
1 change: 0 additions & 1 deletion clf4D_MTDquality_bo.xml
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