A New Three-Way Incremental Naive Bayes Classifier

A New Three-Way Incremental Naive Bayes Classifier

Aiming at the problems of the dynamic increase in data in real life and that the naive Bayes (NB) classifier only accepts or rejects the sample processing results, resulting in a high error rate when dealing with uncertain data, this paper combines three-way decision and incremental learning, and a...

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Bibliographic Details
Main Authors: Zhiwei Yang, Jing Ren, Zichi Zhang, Yuqing Sun, Chunying Zhang, Mengyao Wang, Liya Wang
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Electronics
Subjects:
naive Bayes
three-way decision
incremental learning
3WD-INB
distribution fitting
Online Access:https://www.mdpi.com/2079-9292/12/7/1730

Internet

https://www.mdpi.com/2079-9292/12/7/1730

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