Is it rational to believe the likelihood of violent physical harm directed at you if you use a transit station in a sketchy neighborhood as opposed to one in a non-sketchy one?

Does it "feel right" to use the sketchy one, despite everything you know about sketchiness of neighborhoods and crime in general?