insurance_7
OpenML dataset with id 45149
J. Binder, D. Koller, S. Russell, and K. Kanazawa, OpenML
Full work available at URL: https://api.openml.org/data/v1/download/22115811/insurance_7.arff
Upload date: 26 April 2023
Dataset Characteristics
Number of features: 27 (numeric: 0, symbolic: 7 and in total binary: 7 )
Number of instances: 5,000
Number of instances with missing values: 0
Number of missing values: 0
Insurance Bayesian Network. Sample 7.
bnlearn Bayesian Network Repository reference: URL
- Number of nodes: 27
- Number of arcs: 52
- Number of parameters: 1008
- Average Markov blanket size: 5.19
- Average degree: 3.85
- Maximum in-degree: 3
Authors: J. Binder, D. Koller, S. Russell, and K. Kanazawa
Please cite: (URL): J. Binder, D. Koller, S. Russell, and K. Kanazawa. Adaptive Probabilistic Networks with Hidden Variables. Machine Learning, 29(2-3):213-244, 1997.
This page was built for dataset: insurance_7
