A simple three-class scenario. Suppose X=[1,1] and Y={1,2,3}, and that the individual classes have weights 1=31,2=61,3=21 and densities P1,P2,P3 as shown below. What is the optimal classifier h ? Specify it as a function from X to Y. Don't worry about the specific prediction at x=0