S₁ S₂ S3 and emission probability table: 0 1 St Ot P(Ot|St) 0 0 0.4 0 1 0.6 1 0.3 1 0.7 What will be the probability of the hidden state immediately after the emissions O2 and 03? Cons as the initial state and the transition table of the previous exercise. The observations are 02-1 and Consider the operations are done in the following order: transition, emission, transition and emissi your results. The alternatives below are approximated with two decimal places. (a) P(S2) = (0.39, 0.61) and P(S3) = (0.68, 0.32)

Chemistry
10th Edition
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Author:Steven S. Zumdahl, Susan A. Zumdahl, Donald J. DeCoste
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Chapter1: Chemical Foundations
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Problem 1RQ: Define and explain the differences between the following terms. a. law and theory b. theory and...
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Given the following HMM:
S2
and emission probability table:
St
Ot P(O|St)
0.4
1
0.6
1
0.3
1
1
0.7
What will be the probability of the hidden state immediately after the emissions 02 and 03? Consider (0.5,0.5)
as the initial state and the transition table of the previous exercise. The observations are 02=1 and 03=0.
Consider the operations are done in the following order: transition, emission, transition and emission. Normalize
your results. The alternatives below are approximated with two decimal places.
(a) O P(S2) = (0.39, 0.61) and P(S3) = (0.68, 0.32)
%3D
(b)O P(S2) = (0.61, 0.39) and P(S3) = (0.32, 0.68)
%3D
(c) O
P(S2) = (0.61, 0.39) and P(S3) = (0.68, 0.32)
%3D
(d) O P(S2) = (0.39, 0.61) and P(S3) = (0.32, 0.68)
%3D
Transcribed Image Text:Given the following HMM: S2 and emission probability table: St Ot P(O|St) 0.4 1 0.6 1 0.3 1 1 0.7 What will be the probability of the hidden state immediately after the emissions 02 and 03? Consider (0.5,0.5) as the initial state and the transition table of the previous exercise. The observations are 02=1 and 03=0. Consider the operations are done in the following order: transition, emission, transition and emission. Normalize your results. The alternatives below are approximated with two decimal places. (a) O P(S2) = (0.39, 0.61) and P(S3) = (0.68, 0.32) %3D (b)O P(S2) = (0.61, 0.39) and P(S3) = (0.32, 0.68) %3D (c) O P(S2) = (0.61, 0.39) and P(S3) = (0.68, 0.32) %3D (d) O P(S2) = (0.39, 0.61) and P(S3) = (0.32, 0.68) %3D
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