Bayes Network for Complex Problem Diagnosis
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Questions and Answers

In the context of Bayes Network, what do the arcs represent?

  • Influence of child by its parent (correct)
  • Influence of parent by its child
  • Influence of unrelated events
  • Influence of siblings on each other

    • How many values would need to be chosen if the 12 variables in the Bayes Network are binary?

  • 144
  • 24
  • 4096 (correct)
  • 2048

    • What are the applications of Bayes Network mentioned in the text?

  • Diagnostic, Prediction, Machine learning (correct)
  • Finance, Robotics, AI advanced techniques
  • Particle filters, Hidden Markov chain, MDPs and POMDPs
  • All of the above

    • What is the sum of probabilities of getting heads (H) and tails (T) in a fair coin?

    <p>1</p> Signup and view all the answers

    If X_i = result of i flip and we have a fair coin, what is the probability that X1=X2=X3=X4?

    <p>1/8</p> Signup and view all the answers

    What do the arcs in a Bayes Network represent?

    <p>Influence of child by its parent</p> Signup and view all the answers

    How many values would need to be chosen if the 12 variables in the Bayes Network are binary?

    <p>4096</p> Signup and view all the answers

    What is the sum of probabilities of getting heads (H) and tails (T) in a fair coin?

    <p>1</p> Signup and view all the answers

    If X_i = result of i flip, and we have a fair coin, what is the probability that X1=X2=X3=X4?

    <p>1/16</p> Signup and view all the answers

    What are the applications of Bayes Network mentioned in the text?

    <p>Diagnostic, Prediction, Machine learning</p> Signup and view all the answers

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