Discriminative Structure Learning of Bayesian Network Classifiers from Training Dataset and Testing Instance

Discriminative Structure Learning of Bayesian Network Classifiers from Training Dataset and Testing Instance

Over recent decades, the rapid growth in data makes ever more urgent the quest for highly scalable Bayesian networks that have better classification performance and expressivity (that is, capacity to respectively describe dependence relationships between attributes in different situations). To reduc...

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Bibliographic Details
Main Authors: LiMin Wang, Yang Liu, Musa Mammadov, MingHui Sun, Sikai Qi
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Entropy
Subjects:
Bayesian network classifiers
Markov blanket
target learning
Online Access:https://www.mdpi.com/1099-4300/21/5/489

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https://www.mdpi.com/1099-4300/21/5/489

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