What are the hidden variables if you want to find PCA).

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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Consider the following example alarm network, and answer the questions:
P(B)
E P(E)
B
Burglary
Earthqk
+e 0.002
+b
0.001
-e
0.998
-b
0.999
Alarm
BEA
P(A|B,E)
+b +e
+a
0.95
John
Mary
calls
calls
+b +e
-a
0.05
+b
-e
+a
0.94
A
P(UJA)
A
M
P(M|A)
+b
-e
-a
0.06
ta
+j
0.9
+a
+m
0.7
-b
+e
+a
0.29
0.1
+a
-m
0.3
-b
+e
-a
0.71
+j
0.05
0.01
-b
-e
+a
0.001
-a
-a
+m
-a
0.95
0.99
-b
-e
-a
0.999
What are the hidden variables if you want to find P(A).
++
Transcribed Image Text:Consider the following example alarm network, and answer the questions: P(B) E P(E) B Burglary Earthqk +e 0.002 +b 0.001 -e 0.998 -b 0.999 Alarm BEA P(A|B,E) +b +e +a 0.95 John Mary calls calls +b +e -a 0.05 +b -e +a 0.94 A P(UJA) A M P(M|A) +b -e -a 0.06 ta +j 0.9 +a +m 0.7 -b +e +a 0.29 0.1 +a -m 0.3 -b +e -a 0.71 +j 0.05 0.01 -b -e +a 0.001 -a -a +m -a 0.95 0.99 -b -e -a 0.999 What are the hidden variables if you want to find P(A). ++
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