Exercise: Setting the CPD Values of a Bayesian Network
Explore how to set and modify Conditional Probability Distributions for Bayesian networks in Python through a practical example involving diagnostic test accuracy. Learn to interpret test results and query the network when multiple tests indicate a condition, reinforcing your understanding of symptom and disease modeling with real-world data.
We'll cover the following...
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 ...