Before revision:  The Bayesian approaches are useful for graphing the inferred effects of the miRNAs on the targets by plotting the posterior distributions of those parameters, and while the point estimate algorithm only provides a single estimate for those parameters .
After revision:  Furthermore, Bayesian methods naturally provide statistical significance to select convincing inferred interactions, while point estimate algorithms require a manually chosen threshold, which is less meaningful, to choose the possible interactions .