insurance_2
OpenML dataset with id 45144
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Full work available at URL: https://api.openml.org/data/v1/download/22115806/insurance_2.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 2.
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_2
