Advertisement

Browse Subject Areas

?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

Loading metrics

Open Access

Peer-reviewed

Research Article

ASWBoost: Classification algorithm for noisy and imbalanced data based on parametric exponential loss

Fei Meng,

Roles Data curation, Methodology, Writing – original draft

Affiliation School of Mathematics, Yunnan Normal University, Kunming, China
⨯
Mei Yan ,

Roles Methodology, Supervision, Writing – review & editing

* E-mail: myanlxy920@hotmail.com

Affiliations School of Mathematics, Yunnan Normal University, Kunming, China, Yunnan Key Laboratory of Modern Analytical Mathematics and Applications, Yunnan Normal University, Kunming, China

https://orcid.org/0009-0005-1072-9422

⨯
Hang Liu,

Roles Writing – original draft

Affiliation School of Big Data, Yunnan Agricultural University, Kunming, China
⨯
Wan Xu,

Roles Data curation, Writing – original draft, Writing – review & editing

Affiliation School of Mathematics, Yunnan Normal University, Kunming, China
⨯
Hao Li

Roles Software

Affiliation School of Mathematics, Yunnan Normal University, Kunming, China
⨯

ASWBoost: Classification algorithm for noisy and imbalanced data based on parametric exponential loss

Fei Meng,
Mei Yan,
Hang Liu,
Wan Xu,
Hao Li

x

Published: August 27, 2026
https://doi.org/10.1371/journal.pone.0356889

Reader Comments (0)

Post a new comment on this article

Print

Advertisement

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Algorithms
Is the Subject Area "Algorithms" applicable to this article?

Thanks for your feedback.
Boosting algorithms
Is the Subject Area "Boosting algorithms" applicable to this article?

Thanks for your feedback.
Optimization
Is the Subject Area "Optimization" applicable to this article?

Thanks for your feedback.
Body weight
Is the Subject Area "Body weight" applicable to this article?

Thanks for your feedback.
Machine learning algorithms
Is the Subject Area "Machine learning algorithms" applicable to this article?

Thanks for your feedback.
Mammography
Is the Subject Area "Mammography" applicable to this article?

Thanks for your feedback.
Ranking algorithms
Is the Subject Area "Ranking algorithms" applicable to this article?

Thanks for your feedback.
Statistical distributions
Is the Subject Area "Statistical distributions" applicable to this article?

Thanks for your feedback.