asia_10000 {bnstruct}

Asia dataset.

Description

The Asia dataset contains 10000 complete (no missing data, no latent variables) randomly generated items of the Asia Bayesian Network. No imputation needs to be performed, so only raw data is present.

Format

a BNDataset with raw data slow filled.

Details

The data the BNDataset object is built from is located in files pkg_folder/extdata/asia_10000.header and pkg_folder/extdata/asia_10000.data.

References

S. Lauritzen, D. Spiegelhalter. Local Computation with Probabilities on Graphical Structures and their Application to Expert Systems (with discussion). Journal of the Royal Statistical Society: Series B (Statistical Methodology), 50(2):157-224, 1988.

See Also

asia