Consider the following dataset for a binary classification problem with class label

as $C1$ and $C2.$

i$)$ Calculate the gain in Gini index when splitting on A and $B$ respectively. Which

attribute would the decision tree induction algorithm choose?

ii$)$ Calculate the information gain when splitting on A and $B.$ Which attribute

would the decision tree induction algorithm choose?