A must read I recommend to interns and experienced physicists alike around me!

For the record: this is the original #xgboost post on 17th May 2014 on HiggsML competition (I helped organise) kaggle forum, from Bing Xu who was working with Tianqi Chen at the time:

https://www.kaggle.com/competitions/higgs-boson/discussion/8184