Answered step by step
Verified Expert Solution
Question
1 Approved Answer
Problem 3 [10 points] Bayesian Network. Suppose that most morning you set your alarm for 8am so that you can catch the 8:30am bus
Problem 3 [10 points] Bayesian Network. Suppose that most morning you set your alarm for 8am so that you can catch the 8:30am bus to school which usually arrives just in time for your class at 9am. Unfortunately, sometimes you forget to set your alarm which might make you miss your bus and this increases the probability that you are late for class. Even if you catch the 8:30am bus, there's a chance you'll be late for class. To help analyze the situation we introduce some random variables. Let A = 1 if you remember to set your alarm and A = 0 otherwise. Let B = 1 if you catch the 8:30am bus and B = 0 otherwise. Let L = 1 if you are late for class and L = 0 otherwise. Suppose that P(A = 1) = 3/4, P(B = 1|A = 1) = 4/5, P(B = 1|A = 0) = 2/5, P(L = 1|B = 1) = 1/4, and P(L = 1|B = 0) = 2/3. 1) What are the values of: P(A = 0), P(B = 0|A = 1), P(B = 0|A = 0), P(L=0|B = 1), and P(L=0|B = 0) ? 2) Draw the Bayesian network for the random variables A, B, and L. 3) What is the value of P(A = 1, B = 1, L = 0)? 4) What is the value of P(B = 1)? 5) What is the value of P(L = 0)? 6) What is the value of P(L = 1, A = 0)? 7) What's the value of P(L = 1|A = 0)?
Step by Step Solution
★★★★★
3.47 Rating (163 Votes )
There are 3 Steps involved in it
Step: 1
1 The values of the probabilities are PA 0 1 PA 1 1 34 14 PB 0A 1 1 PB 1A 1 1 45 15 PB 0A ...Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started