The BNMA BN Repository

This repository is a resource for posting and downloading Bayesian network models for sharing with others and for providing supporting material for publications. Please respect authors' rights where noted.

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3 BNs found.

Learn Latent

This Bayes net demonstrates learning a latent (or "hidden") variable, which occurs when you have an important node in the net for which no data appears in the case file.

Paper link: <www.norsys.com...>

Norsys Software Corp
CC-BY-NC-ND
Netica .dne format
Social Science > Education
Learning, latent variable
car-net-camml

This is a BN learned by CaMML using the UC Irvine auto-mpg data set; citing Bache, K. & Lichman, M. (2013). UCI Machine Learning Repository [<archive.ics.uci.edu...>]. Irvine, CA: University of California, School of Information and Computer Science.

Kevin Korb
CC-BY
Netica .dne format
Industry
car, causal discovery, camml
Child

A network modelling symptoms of disease and birth asphyxia in a child.

D. J. Spiegelhalter, R. G. Coewll
CC-BY-SA
Netica .dne format
Spiegelhalter, D.J. & Cowell, R.G. (1992) Learning in probabilistic expert systems. Bayesian statistics, 4:447-465
Medicine
child, illness