From Section $11\mathrm{.}3$ an impurity measure called Gini index is used instead of entropy.

Compare the between the two measures $($i$.$e$.,$ entropy vs$.$ Gini index$)$ in terms of the minimum value and the maximum value for the case of two classes. At what probability values for the two classes

the max and min values of the measures accure.