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Draft: BDT trained on early data, needed to fix the data/MC rate differences

Luca Hartman requested to merge hartmanl-MDS-BDT-rate-fix into master

Large rate differences were seen on early data (see the Moore issue). The 12 features of the BDT (number of hits in each station and region of the muon detector) were very different from those obtained on MC "expected 2024". We retrained the BDT on the early data (and signal MC).

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