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diabetes_1 - MaRDI portal

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diabetes_1

From MaRDI portal
Dataset:6038045



OpenML45220MaRDI QIDQ6038045

OpenML dataset with id 45220

Author name not available (Why is that?)

Full work available at URL: https://api.openml.org/data/v1/download/22115882/diabetes_1.arff

Upload date: 26 April 2023



Dataset Characteristics

Number of features: 413 (numeric: 413, 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

Diabetes Bayesian Network. Sample 1.

bnlearn Bayesian Network Repository reference: URL

- Number of nodes: 413

- Number of arcs: 602

- Number of parameters: 429409

- Average Markov blanket size: 3.97

- Average degree: 2.92

- Maximum in-degree: 2

Authors: S. Andreassen, R. Hovorka, J. Benn, K. G. Olesen, and E. R. Carson.

Please cite: (URL): S. Andreassen, R. Hovorka, J. Benn, K. G. Olesen, and E. R. Carson. A Model-based Approach to Insulin Adjustment. In Proceedings of the 3rd Conference on Artificial Intelligence in Medicine, pages 239-248. Springer-Verlag, 1991.






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