Very Large Networks (100–1000 nodes)

network

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.
network

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.
network

LINK

Number of nodes: 724
Number of arcs: 1125
Number of parameters: 14211
Average Markov blanket size: 4.80
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.
network

MUNIN (4 subnetworks)

Number of nodes: 186 (#1), 1003 (#2), 1041 (#3), 1038 (#4)
Number of arcs: 273 (#1), 1244 (#2), 1306 (#3), 1388 (#4)
Number of parameters: 15622 (#1), 69431 (#2), 71059 (#3), 80352 (#4)
Average Markov blanket size: 3.81 (#1), 3.31 (#2), 3.33 (#3), 3.53 (#4)
Average degree: 2.94 (#1), 2.48 (#2), 2.51 (#3), 2.67 (#4)
Maximum in-degree: 3 (#1), 3 (#2), 3 (#3), 3 (#4)

BIF #1 (28kB), BIF #2 (136kB), BIF #3 (140kB), BIF #4 (146kB)
DSC #1 (25kB), DSC #2 (125kB), DSC #3 (128kB), DSC #4 (134kB)
NET #1 (21kB), NET #2 (105kB), NET #3 (109kB), NET #4 (110kB)
RDA (bn.fit) #1 (34kB), RDA (bn.fit) #2 (173kB), RDA (bn.fit) #3 (182kB), RDA (bn.fit) #4 (185kB)
RDS (bn.fit) #1 (34kB), RDS (bn.fit) #2 (173kB), RDS (bn.fit) #3 (182kB), RDS (bn.fit) #4 (185kB)

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.
network

PATHFINDER

Number of nodes: 135
Number of arcs: 200
Number of parameters: 77155
Average Markov blanket size: 3.04
Average degree: 2.96
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.
network

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)