child_7

OpenML dataset with id 45138

David J. Spiegelhalter, A. Philip Dawid, Steffen L. Lauritzen and Robert G. Cowell, OpenML

Full work available at URL: https://api.openml.org/data/v1/download/22115800/child_7.arff

Upload date: 26 April 2023

Dataset Characteristics

Number of features: 20 (numeric: 0, symbolic: 0 and in total binary: 0 )
Number of instances: 5,000
Number of instances with missing values: 0
Number of missing values: 0

Description

Child Bayesian Network. Sample 7.

bnlearn Bayesian Network Repository reference: URL

- Number of nodes: 20

- Number of arcs: 25

- Number of parameters: 230

- Average Markov blanket size: 3

- Average degree: 2.5

- Maximum in-degree: 2

Authors: David J. Spiegelhalter, A. Philip Dawid, Steffen L. Lauritzen and Robert G. Cowell

Please cite: (URL): 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.

This page was built for dataset: child_7