Medium Networks (20–60 nodes)



Number of nodes: 37
Number of arcs: 46
Number of parameters: 509
Average Markov blanket size: 3.51
Average degree: 2.49
Maximum in-degree: 4

BIF (1.8kB)
DSC (1.7kB)
NET (1.3kB)
RDA ( (4.0kB)

I. A. Beinlich, H. J. Suermondt, R. M. Chavez, and G. F. Cooper. The ALARM Monitoring System: A Case Study with Two Probabilistic Inference Techniques for Belief Networks. In Proceedings of the 2nd European Conference on Artificial Intelligence in Medicine, pages 247-256. Springer-Verlag, 1989.


Number of nodes: 48
Number of arcs: 84
Number of parameters: 114005
Average Markov blanket size: 5.25
Average degree: 3.5
Maximum in-degree: 4

BIF (410kB)
DSC (393kB)
NET (337kB)
RDA ( (412kB)

Preliminary model for barley developed under the project: "Production of beer from Danish malting barley grown without the use of pesticides" by Kristian Kristensen , Ilse A. Rasmussen and others.


Number of nodes: 20
Number of arcs: 25
Number of parameters: 230
Average Markov blanket size: 3.00
Average degree: 1.25
Maximum in-degree: 2

BIF (1.5kB)
DSC (1.3kB)
NET (1.1kB)
RDA ( (1.8kB)

D. J. Spiegelhalter, R. G. Coewll (1992). Learning in probabilistic expert systems. In Bayesian Statistics 4 (J. M. Bernardo, J. 0. Berger, A. P. Dawid and A. F. M. Smith, eds.) 447-466. Clarendon Press, Oxford.


Number of nodes: 56
Number of arcs: 66
Number of parameters: 2656
Average Markov blanket size: 3.54
Average degree: 2.36
Maximum in-degree: 4

BIF (8.9kB)
DSC (7.8kB)
NET (5.6kB)
RDA ( (8.0kB)

B. Abramson, J. Brown, W. Edwards, A. Murphy, and R. L. Winkler. Hailfinder: A Bayesian system for forecasting severe weather. International Journal of Forecasting, 12(1):57-71, 1996.


Number of nodes: 27
Number of arcs: 52
Number of parameters: 984
Average Markov blanket size: 5.19
Average degree: 3.85
Maximum in-degree: 3

BIF (3.8kB)
DSC (3.2kB)
NET (2.4kB)
RDA ( (4.0kB)

J. Binder, D. Koller, S. Russell, and K. Kanazawa. Adaptive Probabilistic Networks with Hidden Variables. Machine Learning, 29(2-3):213-244, 1997.


Number of nodes: 35
Number of arcs: 46
Number of parameters: 540150
Average Markov blanket size: 4.57
Average degree: 2.63
Maximum in-degree: 3

BIF (192kB)
DSC (188kB)
NET (165kB)
RDA ( (236kB)



Number of nodes: 32
Number of arcs: 66
Number of parameters: 10083
Average Markov blanket size: 7.69
Average degree: 4.12
Maximum in-degree: 5

BIF (26kB)
DSC (23kB)
NET (6kB)
RDA ( (20kB)

F. V. Jensen, U. Kjærulff, K. G. Olesen and J. Pedersen. Et Forprojekt Til et Ekspertsystem for Drift af Spildevandsrensning (An Expert System for Control of Waste Water Treatment - A Pilot Project). Technical Report, Judex Datasystemer A/S, Aalborg, 1989. In Danish.