Game design is an art, not a science. Not set of rules will produce an entertaining game, because no set of rules can produce rules, which is what a game is. And a game very much can be consider a product of a craft actually. It is a toy meant to entertain. Whether it is an art, would depend on the intention of the designer and communicating a message.
a game design made possible by science