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Consider a Decision Tree. Suppose that an attribute splits examples of E into subsets Ei and that each subset has pi positive examples and ni
Consider a Decision Tree. Suppose that an attribute splits examples of E into subsets Ei and that each subset has pi positive examples and ni negative examples. Show that the attribute has strictly positive information gain unless the ratio pipi ni is the same for all i
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