Just in addition to @Nicholas_Bokulich's comments, if you're worried about memory, don't set n-jobs to anything other than one. Most of the memory usage is in loading the classifier object, and the number of times you do that is n-jobs.
For what it's worth, it runs just fine using greengenes on my MacOS laptop 