3. (Mutual Information). We would like to learn a model to predict whether a monster is scary or not (S). We identify four features for this purpose: Number of eyes (N), Color of eyes (C), Height (H), and Odor (O). We collect data 8 monster as shown below. Rank these four features according to their mutual information with S. Make sure to identify ties. Monster Name Scary? (S) Number of eyes (N) Color of eye(s) (C) Height (H) Odor (0) Ray yes 1 Red Jo yes 2 Red Tall Tall Stinky Fresh Ron yes 1 Red Tall Fresh Ted Al no no 2 2 Purple Purple Tall Tall Short Stinky Fresh Zed yes 2 Red Jay no 2 Purple Short Tall Stinky Stinky Fresh Bo no 2 Purple
3. (Mutual Information). We would like to learn a model to predict whether a monster is scary or not (S). We identify four features for this purpose: Number of eyes (N), Color of eyes (C), Height (H), and Odor (O). We collect data 8 monster as shown below. Rank these four features according to their mutual information with S. Make sure to identify ties. Monster Name Scary? (S) Number of eyes (N) Color of eye(s) (C) Height (H) Odor (0) Ray yes 1 Red Jo yes 2 Red Tall Tall Stinky Fresh Ron yes 1 Red Tall Fresh Ted Al no no 2 2 Purple Purple Tall Tall Short Stinky Fresh Zed yes 2 Red Jay no 2 Purple Short Tall Stinky Stinky Fresh Bo no 2 Purple
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