I have already used several times (boosted) decision trees in my work, trying to use some observable quantities to be able to extract a signal from some (simulated) data. On my field, we can use the BDT in order to determine automatically how a signal would behave with respect to those observables in contrast to the background and use that information to extract it.
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wow, sounds interesting. Probably you could tell about it in more details in one of your articles
I will think about it and add it to my list. I am however pretty busy those days and have not much time to write... patience may be required.... especially as i would like to continue writing my lecture notes on quantum mechanics ...