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Table 7 Marginal and Conditional Probabilities learned using the Bayesian and MLE approaches

From: Bayesian modeling of plant drought resistance pathway

Local Probabilities

Bayesian Approach

MLE Approach

P(A1)

0.50

0.50

P(B1)

0.466

0.465

P(C1 |A1,B1)

0.905

0.925

P(C1 |A0,B1)

0.625

0.645

P(C1 |A1,B0)

0.60

0.611

P(C1 |A0,B0)

0.13

0.113

P(D1 |A1)

0.983

1

P(D1 |A0)

0.10

0.086

P(E1 |B1)

0.857

0.870

P(E1 |B0)

0.093

0.080

P(F1 |C1)

0.766

0.774

P(F1 |C0)

0.196

0.185

P(G1 |F1)

0.867

0.879

P(G1 |F0)

0.117

0.103