The Impact of Partial Balance of Imbalanced Dataset on Classification Performance

The Impact of Partial Balance of Imbalanced Dataset on Classification Performance

The imbalance of network data seriously affects the classification performance of algorithms. Most studies have only used a rough description of data imbalance with less exploration of the specific factors affecting classification performance, which has resulted in difficulty putting forward targete...

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Bibliographic Details
Main Authors: Qing Li, Chang Zhao, Xintai He, Kun Chen, Runze Wang
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Electronics
Subjects:
network traffic classification
data imbalance
imbalance degree
minority class
partial balance
Online Access:https://www.mdpi.com/2079-9292/11/9/1322

Internet

https://www.mdpi.com/2079-9292/11/9/1322

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