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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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 (0). We collect data 8 monster as shown below. Rank these four
features according to their mutual information with S. Make sure to identify ties.
Ron
Zed
Ted
Al
Bo
Jay
Monster Name
Scary? (S)
Number of eyes (N)
Color of eye(s) (C)
Height (H)
Odor (0)
Ray
Jo
no
no
no
yes
уes
yes
yes
no
Red
Tall
Red
Tall
Red
Tall
2
Purple Purple Purple Purple
Tall
Red
Tall
Short
Short
Tall
Stinky Fresh Fresh Stinky Fresh Stinky Stinky Fresh
Transcribed Image Text: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 (0). We collect data 8 monster as shown below. Rank these four features according to their mutual information with S. Make sure to identify ties. Ron Zed Ted Al Bo Jay Monster Name Scary? (S) Number of eyes (N) Color of eye(s) (C) Height (H) Odor (0) Ray Jo no no no yes уes yes yes no Red Tall Red Tall Red Tall 2 Purple Purple Purple Purple Tall Red Tall Short Short Tall Stinky Fresh Fresh Stinky Fresh Stinky Stinky Fresh
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