Artificial

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
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For Artificial intelligence:

 

 

 

Given the following BN consisting of four (4) r.v.
H in {W, M, D}
R in {True, False}
A in {True, False}
B in {True, False}
P(H)
P(R=T)
R
W
M
D
0.01
H
0.1
0.5
0.4
A
B
R
H
P(B=T|R, H)
R
P(A=T|R)
F
W
0.1
F
0.1
F
M
0.2
0.9
F
H
0.6
T
0.9
M
0.8
H
0.7
a) Calculate the following (First, you MUST show all the required formulas.)
Calculate P(R=F) =
Calculate P(B=F|R=T,H=W)=.
Calculate P(R=T|A=T, B=T,H=W).
Transcribed Image Text:Given the following BN consisting of four (4) r.v. H in {W, M, D} R in {True, False} A in {True, False} B in {True, False} P(H) P(R=T) R W M D 0.01 H 0.1 0.5 0.4 A B R H P(B=T|R, H) R P(A=T|R) F W 0.1 F 0.1 F M 0.2 0.9 F H 0.6 T 0.9 M 0.8 H 0.7 a) Calculate the following (First, you MUST show all the required formulas.) Calculate P(R=F) = Calculate P(B=F|R=T,H=W)=. Calculate P(R=T|A=T, B=T,H=W).
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