child_NA_5000: 'Child' dataset.

In tavazzie/bnstructScore: Bayesian Network Structure Learning from Data with Missing Values

Description

The Child dataset contains 5000 randomly generated items with missing data (no latent variables) of the Child Bayesian Network. Imputation is performed, so both raw and imputed data is present.

Format

a BNDataset with a raw and imputed data slow filled with 5000 items.

Details

The data the BNDataset object is built from is located in files pkg_folder/extdata/extdata/Child_data_na_5000.header and pkg_folder/extdata/extdata/Child_data_na_5000.data.

References

D. J. Spiegelhalter, R. G. Cowell (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.

See Also

child

tavazzie/bnstructScore documentation built on Dec. 23, 2021, 7:47 a.m.