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/Solution: Setting the CPD Values of a Bayesian Network
Solution: Setting the CPD Values of a Bayesian Network
Go over the solution on how to manually set and change the CPD values of a defined Bayesian network.
We'll cover the following...
Problem statement
Pieter felt unwell but didn't know why. He saw a doctor who ran tests. A week later, the tests showed Pieter might have a rare disease affecting 0.1% of people. Worried, Pieter asked how accurate the test was. The doctor said it's 99% accurate for those with the disease and 1% inaccurate for those without it.
Pieter wants to take another test to be sure of the result. Based on the definition of the problem, the CPD for ...