AUC histograms—Cross-method comparison on synthetic sine data. AUC scores for the synthetic sine network data with nodes (a) and nodes (b). The figure is laid out as a matrix, where rows and columns correspond to different noise levels (rows) and (columns). In each histogram, the white bar shows the average AUC score for the BGe model. The grey bar shows the average AUC score of the BGM model, and the black bar shows the AUC score for the proposed model. Each histogram shows averages and standard deviations obtained from 50 independent data instantiations.
