Drew Harris

Try changing line 283 in boruta/boruta_py.py to something like: self.estimator.set_params(random_state=self.random_state.random_integers(1e9)) If you are concerned with the seed you could pass something nicer.. this is just a hack. I'm not sure...

I know this doesnt directly answer your question. When I want to minimize the features I often do a feature reduction after the all relevant feature selection step. Forward or...

I am not sure if this is the best answer; but it worked for me (it will also remove CombineDF). I copied the changes from this branch and use simple_pipelines=True:...