AWS Certified Machine Learning – Specialty MLS-C01 – Question042

A Machine Learning Specialist is implementing a full Bayesian network on a dataset that describes public transit in New York City. One of the random variables is discrete, and represents the number of minutes New Yorkers wait for a bus given that the buses cycle every 10 minutes, with a mean of 3 minutes.
Which prior probability distribution should the ML Specialist use for this variable?

A.
Poisson distribution
B. Uniform distribution
C. Normal distribution
D. Binomial distribution

Correct Answer: D