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Unit 10 · Artificial Intelligence (AI) Paper 2 CS · November 2021

Directions (Q56–60): A domain has three Boolean variables Toothache, Cavity and Catch, with full joint distribution: cavity ∧ toothache: catch 0.108, ¬catch 0.012; cavity ∧ ¬toothache: catch 0.072, ¬catch 0.008; ¬cavity ∧ toothache: catch 0.016, ¬catch 0.064; ¬cavity ∧ ¬toothache: catch 0.144, ¬catch 0.576.

The probability of a toothache, given evidence of a cavity, P(toothache | cavity) is __________.

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Correct answer: B. 0.600

Explanation

P(toothache | cavity) = P(cavity ∧ toothache)/P(cavity) = 0.12/0.2 = 0.6.

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