Fig. 5
From: Inference of regulatory networks with a convergence improved MCMC sampler
Comparison between the convergence of BN-MCMC and BNGGM methods. Vertical axis presents the c rms and horizontal axis shows the MCMC step. In each graph the thin line presents results from BN-MCMC and the thick line presents results from the BNGGM. Each of these lines is the result of running the algorithm twice with the same data set but from different initializations. Panels (a), (b) and (c) present the results for Gaussian, GNW and Real data respectively. The thick line (BNGGM) reaches smaller values faster than the thin line (BN-MCMC) indicating better convergence. Here we show the results for only one data set. For the results of all the remaining data sets please see the Additional file 1