Why is it “In the car” but “On the bus”?

I've always been confused by prepositions of transport. Why is it that we say "in the car" but "on the bus"? Is there a specific logic behind using "on" for larger vehicles and "in" for smaller ones, or is it just something I have to memorize as an exception?