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MLS-C01 · Question #16

MLS-C01 Question #16: Real Exam Question with Answer & Explanation

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Modeling

Question

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?

Options

  • APoisson distribution
  • BUniform distribution
  • CNormal distribution
  • DBinomial distribution

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Topics

#Probability Distributions#Bayesian Networks#Discrete Variables#Poisson Distribution
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