ANDES

Number of nodes: 223
Number of arcs: 338
Number of parameters: 1157
Average Markov blanket size: 5.61
Average degree: 3.03
Maximum in-degree: 6

BIF (3.9kB)
DSC (3.7kB)
NET (2.9kB)
RDA (bn.fit) (6.2kB)
RDS (bn.fit) (6.2kB)

C. Conati, A. S. Gertner, K. VanLehn, M. J. Druzdzel. On-line Student Modeling for Coached Problem Solving Using Bayesian Networks. In Proceedings of the 6th International Conference on User Modeling, pages 231-242. Springer-Verlag, 1997.

DIABETES

Number of nodes: 413
Number of arcs: 602
Number of parameters: 429409
Average Markov blanket size: 3.97
Average degree: 2.92
Maximum in-degree: 2

BIF (253kB)
DSC (238kB)
NET (137kB)
RDA (bn.fit) (200kB)
RDS (bn.fit) (200kB)

S. Andreassen, R. Hovorka, J. Benn, K. G. Olesen, and E. R. Carson. A Model-based Approach to Insulin Adjustment. In Proceedings of the 3rd Conference on Artificial Intelligence in Medicine, pages 239-248. Springer-Verlag, 1991.

LINK

Number of nodes: 724
Number of arcs: 1125
Number of parameters: 14211
Average Markov blanket size: 4.8
Average degree: 3.11
Maximum in-degree: 3

BIF (9.1kB)
DSC (9.3kB)
NET (8.3kB)
RDA (bn.fit) (17.8kB)
RDS (bn.fit) (17.8kB)

C. S. Jensen and A. Kong. Blocking Gibbs Sampling for Linkage Analysis in Large Pedigrees with Many Loops. The American Journal of Human Genetics, 65(3):885-901, 1999. Also, Research Report R-96-2048, Department of Computer Science, Aalborg University, 1996.

MUNIN (subnetwork #1)

Number of nodes: 186
Number of arcs: 273
Number of parameters: 15622
Average Markov blanket size: 3.81
Average degree: 2.94
Maximum in-degree: 3

BIF #1 (28kB)
DSC #1 (25kB)
NET #1 (21kB)
RDA (bn.fit) #1 (34kB)
RDS (bn.fit) #1 (34kB)

S. Andreassen, F. V. Jensen, S. K. Andersen, B. Falck, U. Kjærulff, M. Woldbye, A. R. Sørensen, A. Rosenfalck, and F. Jensen. MUNIN - an Expert EMG Assistant. In Computer-Aided Electromyography and Expert Systems, Chapter 21. Elsevier (Noth-Holland), 1989.

PATHFINDER

Number of nodes: 109
Number of arcs: 195
Number of parameters: 72079
Average Markov blanket size: 3.82
Average degree: 3.58
Maximum in-degree: 5

BIF (119kB)
DSC (81kB)
NET (19kB)
RDA (bn.fit) (34kB)
RDS (bn.fit) (34kB)

D. Heckerman, E. Horwitz, and B. Nathwani. Towards Normative Expert Systems: Part I. The Pathfinder Project. Methods of Information in Medicine, 31:90-105, 1992.

PIGS

Number of nodes: 441
Number of arcs: 592
Number of parameters: 5618
Average Markov blanket size: 3.66
Average degree: 2.68
Maximum in-degree: 2

BIF (5.9kB)
DSC (6.1kB)
NET (5.7kB)
RDA (bn.fit) (11kB)
RDS (bn.fit) (11kB)