Modeling a network with too many parameters is likely to lead to overfitting. The minimum description length principle is used to reliably model networks and robustly differentiate models on the basis of confidence levels.
No takes yet. Share an insight, caveat, or question.
Tiago P. Peixoto (2015) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: