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alarm_3 - MaRDI portal

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alarm_3

From MaRDI portal
Dataset:6037934



OpenML45112MaRDI QIDQ6037934

OpenML dataset with id 45112

Author name not available (Why is that?)

Full work available at URL: https://api.openml.org/data/v1/download/22115774/alarm_3.arff

Upload date: 26 April 2023



Dataset Characteristics

Number of features: 37 (numeric: 0, symbolic: 10 and in total binary: 10 )
Number of instances: 5,000
Number of instances with missing values: 0
Number of missing values: 0

Description

Alarm Bayesian Network. Sample 3.

bnlearn Bayesian Network Repository reference: URL

- Number of nodes: 37

- Number of arcs: 46

- Number of parameters: 509

- Average Markov blanket size: 3.51

- Average degree: 2.49

- Maximum in-degree: 4

Authors: I. A. Beinlich, H. J. Suermondt, R. M. Chavez, and G. F. Cooper

Please cite: (URL): I. A. Beinlich, H. J. Suermondt, R. M. Chavez, and G. F. Cooper. The ALARM Monitoring System: A Case Study with Two Probabilistic Inference Techniques for Belief Networks. In Proceedings of the 2nd European Conference on Artificial Intelligence in Medicine, pages 247-256. Springer-Verlag, 1989.






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