Figure 5:

Precision-recall curves. In (A) the precision-recall curves were plotted for the networks inferred from the DREAM4 data using LASSO, LASSO+post-processing, fastBMA+post-processing (odds ratio = 10 000). No informative priors were available for this synthetic dataset. In (B), curves were plotted for the networks inferred from the yeast time series data using LASSO, LASSO+post-processing, fastBMA, and fastBMA with informative prior. For the yeast dataset, curves for post-processed networks for fastBMA are not shown as they are essentially identical to the curves for networks inferred without post-processing.