Learning curves in the structure and the parameter learning phases. As the performance measure, we used mean multivariate mutual information (MMI) of all hyperedges in the model for the structure learning and accuracy on 10 fold cross validation for the parameter learning. Rmax is fixed as 0.9 in (a) and γ is a learning rate for the parameter learning in (b). All results are averaged on 10 experiments of 10- fold cross validation.
Kim et al. BMC Systems Biology 2013 7:47 doi:10.1186/1752-0509-7-47