What is the most effective martial art?

Sure there are different types for different purposes: Weapon combat, non-weapon combat, defensive, aggressive, etc. For your average dude on the street, what is the most effective. all-purpose martial art. (Please exclude those that require many years of lessons before you can do anything useful).