This paper presents a new discriminant method through improving the traditional distance discriminant method and tries to improve the accuracy of discriminant problems of complex spherical data in condition of not reducing variables.The example shows that this method has good discriminant effect,and can effectively deal with the discriminant problems of complex spherical data.