Coat 12-cup Bundt pan with cooking spray. Dust with flour.
Beat cake mix, melted ice cream and eggs in bowl on low speed 1 minute. Beat 2 minutes on medium. Pour in prepared pan. Bake in 350°F oven 40 minutes, until pick inserted in center comes out clean. Cool in pan on rack 20 minutes. Invert onto rack; cool completely.