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Machine learning-based processing of unbalanced data sets for computer algorithms

The rapid development of technology allows people to obtain a large amount of data, which contains important information and various noises. How to obtain useful knowledge from data is the most important thing at this stage of machine learning (ML). The problem of unbalanced classification is curren...

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Uloženo v:
Hlavní autoři: Zhou Qingwei, Qi Yongjun, Tang Hailin, Wu Peng
Médium: Artigo
Jazyk:Inglês
Vydáno: De Gruyter 2023-05-01
Edice:Open Computer Science
Témata:
machine learning
unbalanced data sets
classification algorithm
data processing
computer algorithm
decision tree classification
On-line přístup:https://doi.org/10.1515/comp-2022-0273
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