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hepar2_3 - MaRDI portal

hepar2_3

From MaRDI portal
Dataset:6038011



OpenML45189MaRDI QIDQ6038011

OpenML dataset with id 45189

A. Onisko., OpenML

Full work available at URL: https://api.openml.org/data/v1/download/22115851/hepar2_3.arff

Upload date: 26 April 2023



Dataset Characteristics

Number of features: 70 (numeric: 0, symbolic: 0 and in total binary: 0 )
Number of instances: 5,000
Number of instances with missing values: 0
Number of missing values: 0

Hepar2 Bayesian Network. Sample 3.

bnlearn Bayesian Network Repository reference: URL

- Number of nodes: 70

- Number of arcs: 123

- Number of parameters: 1453

- Average Markov blanket size: 4.51

- Average degree: 3.51

- Maximum in-degree: 6

Authors: A. Onisko.

Please cite: (URL): A. Onisko. Probabilistic Causal Models in Medicine: Application to Diagnosis of Liver Disorders. Ph.D. Dissertation, Institute of Biocybernetics and Biomedical Engineering, Polish Academy of Science, Warsaw, March 2003.






This page was built for dataset: hepar2_3