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H Y - 0. 5 logb 0. 5 0. 5 logb 0. 5 logb 2 b 0. When b 2 H Y 1. IG X2 H Y H Y X2 0 where H Y X2 4/6 - 2/4 logb 2/4 2/4 logb 2/4 2/6 - 1/2 logb 1/2 1/2 logb 1/2 logb 2 Problem 4 A. P Y 0 we can derive P Y 1 1-P Y 0 P X1 0 Y 0 we can derive P X1 1 Y 0 1-P X1 0 Y 0 u0 and v0 as the mean and variance of the Gaussian for P X2 Y 0 B. Problem 2 2 points Draw the decision tree for X1 XOR X2 X1 T X1 F F T Problem 3 Consider the following set of training examples Instance Classification - X1 X2 A. 3...

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