ACtE08 · Chapter 8Mock Test 02🏛️ Past Licensure QuestionID: 38de7ef6
Bayes' Rule is primarily utilized in artificial intelligence for:
Bayes' Rule is primarily utilized in artificial intelligence for:
Multiple Choice Options
- A
Solving deterministic queries
- B
Increasing computational complexity
- C
Decreasing computational complexity
- D✓ Correct Option
Answering probabilistic queries
Detailed Technical Solution & Explanation
Bayes' Rule () is the mathematical bedrock for reasoning under uncertainty in artificial intelligence. It computes the posterior probability of a hypothesis given observed evidence, enabling Bayesian networks and inference engines to answer probabilistic queries in medical diagnosis, spam filtering, robot localization, and speech recognition.
Option Analysis:
•
Option A (Solving deterministic queries): Incorrect; deterministic queries rely on classical propositional/first-order predicate logic.
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Option B (Increasing complexity): Incorrect; increasing complexity is an undesirable cost, not a purpose.
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Option C (Decreasing complexity): Incorrect; Bayes' rule provides mathematical formulation for updating beliefs, not an algorithmic complexity-reduction technique.
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Option D (Answering probabilistic queries): Correct; Bayes' Rule enables rigorous calculation of conditional probabilities under incomplete and uncertain information.
Reference: Mock Test 02NEC Licensure Syllabus