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insurance_4 - MaRDI portal

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insurance_4

From MaRDI portal
Dataset:6037968



OpenML45146MaRDI QIDQ6037968

OpenML dataset with id 45146

Author name not available (Why is that?)

Full work available at URL: https://api.openml.org/data/v1/download/22115808/insurance_4.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

Description

Insurance Bayesian Network. Sample 4.

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.






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