Figure 5From: Quantitative utilization of prior biological knowledge in the Bayesian network modeling of gene expression dataROC curves for the network modeling of the yeast cell cycle data using plain BN (A), Werhli and Husmeier's (B), and our algorithm (C). ChIP-chip binding data were used as benchmark. Adding prior knowledge significantly improved BN performance at identifying the TF-target pairs.Back to article page