In a mixing bowl, combine the cake mix, pudding, vegetable oil, eggs, mayonnaise and water. Beat on mediium speed for 2 minutes. Add bananas and mix well. Stir in nuts. Pour into a greased 9x13 pan and bake at 350 for 50-55 minutes or until an inserted toothpick comes out clean.