Question: Consider an attribute that divides the set of examples E into subsets Ek , where each subset contains pk positive examples and nk negative examples.
Consider an attribute that divides the set of examples E into subsets Ek where each subset contains pk positive examples and nknegative examples. Demonstrate that the attribute results in a strictly positive information gain unless the proportion pkpknkis identical for all k
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