We provided with a qualitative analysis of some of the highest ranking conjunctions and they appear to be strong predictors for Location, that a domain expert would also consider adding to the model.
a larger l opt would mean that the model benefits from conjunctions between two low scoring atomic features, which is not the case, according to our results.