The Gini Index measure of impurity at a node is defined as the following: -P(Class = |X=a)

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The Gini Index measure of impurity at a node is defined as the following: -P(Class = |X=a)

a. Show that when there are two classes the maximum impurity occurs when both classes have probability .5 and the minimum impurity occurs when one class has probability

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