Bayes Network for Complex Problem Diagnosis

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10 Questions

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

Influence of child by its parent

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

4096

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

Diagnostic, Prediction, Machine learning

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

1

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

1/8

What do the arcs in a Bayes Network represent?

Influence of child by its parent

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

4096

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

1

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

1/16

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

Diagnostic, Prediction, Machine learning

Learn about using Bayes Network to diagnose a complex problem with multiple potential causes, such as alternator or belt failure, battery issues, age-related deterioration, and more. This quiz covers the application of Bayes Network in identifying and troubleshooting complex issues in systems or machinery.

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