(15%) Part 2: Consider two types of Oak leaves, referred to as type 1 or II. Each Oak leaf is characterized by three att

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15 Part 2 Consider Two Types Of Oak Leaves Referred To As Type 1 Or Ii Each Oak Leaf Is Characterized By Three Att 1 (503.49 KiB) Viewed 27 times

(15%) Part 2: Consider two types of Oak leaves, referred to as type 1 or II. Each Oak leaf is characterized by three attributes: overall type (simple or compound), arrangement (opposite or alternate), and margin (entire or toothed). Apply the information gain technique to develop an "optimal” decision tree for the classification of the following instances: Overall type Simple Compound Simple Simple Compound Compound Simple Compound Arrangement Opposite Alternate Opposite Alternate Opposite Opposite Opposite Alternate Margin Entire Entire Toothed Toothed Toothed Entire Toothed Toothed Type I II II 1 1 Frequency 61 43 2 23 57 41 13 10 --- 1