The classification error measure at a node is 1-maxi (P(Class-1|X-a)).

a. Show that when there are two classes the maximum impurity occurs when both classes have equal probability and the minimum impurity occurs when one class has probability 1.

b. Use the classifi cation error measure to determine the fi rst node split for the Greek yogurt example.