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Figure 3 | BMC Bioinformatics

Figure 3

From: Homology-based prediction of interactions between proteins using Averaged One-Dependence Estimators

Figure 3

A probabilistic graphical model of the AODE. The AODE weakens the NBC’s independence assumption, of which the dependence structure is shown in (a), by allowing a one-dependence as shown in (b). P ^ c is the probability of each class label c {interaction or non-interaction}, P ^ f i | c , such as P ^ F Net | c , is the conditional probability of the i-th feature (f i ) given c, P ^ c , f i , such as P ^ c , F Net , is the joint probability of c and f j and also P ^ f j | c , f i , such as P ^ F Net | c , F Dom , is the conditional probability of the j-th feature (f j ) given c and f i

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