Hi HN, BoostARoota is a feature selection algorithm I developed in the spirit of Boruta to target specifically boosted tree machine learning classifiers. I presented this initially at the ODSC West conference in San Francisco a couple weeks ago.

Please take a look and give it a try, I'm open to feedback and how it can be made better.

Thanks!