Suppose that an attribute splits the set of examples E into subsets Ei and that each subset has…

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Suppose that an attribute splits the set of examples E into subsets Ei and that each subset has pi positive examples and ni negative e~ampl~es. Show that the attribute has strictly positive information gain unless the ratio pi/(pi + ni) is the same for all i.