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Consider the Bayes Network with 5 random Boolean variables Burglary, EarthQuake, Alarm, JohnCalls, MaryCalls. We abbreviate these 5 random variables by B, E, A, J
Consider the Bayes Network with 5 random Boolean variables Burglary, EarthQuake, "Alarm, JohnCalls, MaryCalls". We abbreviate these 5 random variables by B, E, A, "J" and M to simplify the notation. Burglary P(B=true) .001 Earthquake P(E=true) .002 1 Alarm BE P(A=true|B,E) 1 .70 .01 11 .70 .01 A P(J=true|4) .90 .05 A P(M=true|4) .70 .01 1 JohnCalls MaryCalls One important property of Bayes Network is the "local semantics of it, which asserts that a random variable V (represented by a node in the network graph G) is conditionally independent of its non-descendants given the parents of V. In answering the question below, please use ONE blank space to separate the variable names (use abbreviated names), and put the names in ASCENDING alphabetic order. The variables conditionally independent of M given A are Consider the Bayes Network with 5 random Boolean variables Burglary, EarthQuake, "Alarm, JohnCalls, MaryCalls". We abbreviate these 5 random variables by B, E, A, "J" and M to simplify the notation. Burglary P(B=true) .001 Earthquake P(E=true) .002 1 Alarm BE P(A=true|B,E) 1 .70 .01 11 .70 .01 A P(J=true|4) .90 .05 A P(M=true|4) .70 .01 1 JohnCalls MaryCalls One important property of Bayes Network is the "local semantics of it, which asserts that a random variable V (represented by a node in the network graph G) is conditionally independent of its non-descendants given the parents of V. In answering the question below, please use ONE blank space to separate the variable names (use abbreviated names), and put the names in ASCENDING alphabetic order. The variables conditionally independent of M given A are
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