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Table 3 The set of constraints extracted from the regulating functions and pathways for the TP53 network. Constraints extracted from the Boolean regulating functions in Table 2 corresponding to the pathway in Fig. 3(b) used in MKDIP-E, MKDIP-D, MKDIP-R (left). Constraints extracted based on [36] from the pathway in Fig. 3(b) used in RMEP, RMDIP, REMLP (right)

From: Incorporating biological prior knowledge for Bayesian learning via maximal knowledge-driven information priors

(a) MKDIP Constraints

(b) Constraints in Methods of [36]

Node

Constraint

Node

Constraint

v 2

E p [P(v 2=0|v 4=1)]≥1−ε 1

v 2

E p [P(v 2=0|v 4=1)]≥1−ε 1

v 2

E p [P(v 2=1|v 4=0)]≥1−ε 2

v 5

E p [P(v 5=1|v 2=0,v 4=1)]≥1−ε 2

v 5

E p [P(v 5=0|v 2=1)]≥1−ε 3

  

v 5

E p [P(v 5=1|v 2=0,v 4=1)]≥1−ε 4

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