Hawaiian wedding cake is like a piña colada in cake form with a refreshing cake recipe made with pineapple, banana, and coconut flavors. It starts off with a basic yellow cake mix, then you add a delicious pineapple layer that soaks into the cake itself, and finally, a whipped cream frosting layer.