Assume that the entire sample has 8 positive observations and 4 negatives observations.  Variable X1: at the left branch has 9 positive observations and 3 negatives observations; at the right branch has 8 positive observations and 8 negative observations. What is the information gain or reduction in uncertainty of X1 using the Gini index?

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