CompTIA DataX (DY0-001) — Question 69

Which of the following is the naive assumption in Bayes' rule?

Answer options

• A. Normal distribution
• B. Independence
• C. Uniform distribution
• D. Homoskedasticity

Correct answer: B

Explanation

The correct answer is B, as Bayes' rule assumes that the features are independent given the class label, which is known as the naive assumption. The other options, such as normal distribution, uniform distribution, and homoskedasticity, refer to specific statistical properties but do not represent the core assumption of independence in Bayes' theorem.