Probabilistic Reasoning

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Across
  1. 2. Eliminating variables by summing over probabilities.
  2. 5. The variable for which a probability is requested.
  3. 6. Formula used to update probabilities from evidence.
  4. 9. A function representing a probability table in inference.
  5. 10. Type of reasoning that updates beliefs with evidence.
  6. 12. Structure of Bayesian belief networks (Directed Acyclic Graph).
  7. 13. Graphical model used for probabilistic reasoning.
  8. 14. When one event does not influence another.
  9. 16. Probabilistic reasoning deals with this kind of unknown.
  10. 17. Observed information used to update beliefs.
  11. 18. Updated probability after incorporating new information.
Down
  1. 1. The process of drawing conclusions from evidence.
  2. 3. Step used to ensure probabilities sum to 1.
  3. 4. Measure of how likely an event is to occur.
  4. 7. A variable whose values depend on outcomes of chance.
  5. 8. Probability of observed data given a hypothesis.
  6. 11. Determining probabilities based on known information.
  7. 15. Probability before observing evidence.