Question# 01:
Consider the following Bayesian Belief Network conditional
probability table (CPT), and compute answers the following
questions:
- Subject Machine Learning Question 01 Consider The Following Bayesian Belief Network Conditional Probability Table Cp 1 (58.89 KiB) Viewed 56 times
a burglary nor an earthquake has occurred, and both Ali and Veli
call?
b) What is the probability that there is a burglary given that
Ali calls?
c) What is the probability that there is a burglary given that
Veli calls?
d) What is the probability that there is earthquake given that
Ali calls?
P(BET) P(B=F) 0.001 0.999 Burglary Earthquake P(EET) P(E=F) 0.002 0.998 Alarm BE P(A=T) P(A=F) TT 0.95 0.05 TF 0.94 0.06 FT 0.29 0.71 FF 0.001 0.999 A P(AC=T) P(AC=F) T 0.90 0.10 F 0.05 0.95 Ali Calls Veli Calls A P(VC=T) P(VC=F) T 0.70 0.30 F 0.01 0.99