Online Streaming Features Selection via Markov Blanket

Online Streaming Features Selection via Markov Blanket

Streaming feature selection has always been an excellent method for selecting the relevant subset of features from high-dimensional data and overcoming learning complexity. However, little attention is paid to online feature selection through the Markov Blanket (MB). Several studies based on traditi...

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Bibliographic Details
Main Authors: Waqar Khan, Lingfu Kong, Brekhna Brekhna, Ling Wang, Huigui Yan
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Symmetry
Subjects:
Bayesian network
Markov blanket
streaming feature
feature selection
big data
conditional independence test
Online Access:https://www.mdpi.com/2073-8994/14/1/149

Internet

https://www.mdpi.com/2073-8994/14/1/149

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