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Yep, you’re right about this. I worked on some of these things, but for the actual analysis it was generally all cut-based.

> actual analysis

Um, I believe I have linked you to "actual analysis" where techniques used are more exotic than boosted decision trees.

I stand to be corrected :) I knew about the tt stuff, but I had no idea about the 7 TeV photon analysis! Every day is a school day :)