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5. Naive Bayes Classifier (15 points) Consider the hypothesis space defined over these instances (Table 3), in which each hypothesis is represented by a pair

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5. Naive Bayes Classifier (15 points) Consider the hypothesis space defined over these instances (Table 3), in which each hypothesis is represented by a pair of 4-tuples. Using the native Bayes classifier to predict the target value PlayTennis=Yes/No to the following instance. a) b) Play Day D1 D2 No High No Overcast Yes D4 D5 DO Yes Yes No D7 Yes Outlook Temperature Humidity Wind Sunny Hot Normal Weak Sunny Hot Strong Hot High Weak Rain Mild Normal Strong Rain Cool Normal Weak Rain Mild Normal Strong Overcast Cool Normal Strong Rain Mild High Weak Sunny Cool Normal Strong Rain Hot Normal Strong Sunny Mild Normal Strong Sunny Mild Normal Weak Overcast Hot Normal Weak Sunny Cool High Weak Table 3: Training examples for the target concept PlayTennis DS D9 D10 D11 D12 D13 D14 No Yes Yes Yes No Yes No

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