Evaluation of Bayesian network scoring functions in polychotomous data analysis

Abstract Bayesian networks (BNs) are probabilistic graphical models used to represent dependencies and independencies among variables. They have been applied widely to many areas in, e.g., biology and medicine, to untangle complex interrelationships, and are now finding wider use in areas such as so...

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Bibliographic Details
Main Authors: Xuejia Ke, Katherine Keenan, V. Anne Smith
Format: Article
Language:English
Published: Springer 2025-05-01
Series:Discover Data
Subjects:
Online Access:https://doi.org/10.1007/s44248-025-00033-7
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