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. Author manuscript; available in PMC: 2018 Jan 1.
Published in final edited form as: Artif Intell Med. 2016 Nov 5;75:1–15. doi: 10.1016/j.artmed.2016.10.003

Figure 2.

Figure 2

Pictorial representation of the BN parameterizations and models. (A) Detailed outline of the 14,400 datasets. There are two different simple and complex networks, with each simple network having six different parameterizations based on the strong-weak schedule (see supplement S1 for more details) and each complex network having six random parameterizations. Furthermore, each model has 6 different case sizes, and each case size has 100 datasets. The simple and complex networks each have a total of 7200 datasets. (B) A sample diagram of a model of one of the simple networks. X and Y are the parents of T and have a strong causal relationship. P1 and P2 are indirect nodes to T and have a weak relationship to their children, X and Y. (C) A randomly parameterized model of one of the complex networks. V, W, X, Y, and Z are the parents of T, and P1-P12 are indirect nodes to T.