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

Addressing imbalanced data classification with Cluster-Based Reduced Noise SMOTE

Javad Hemmatian,

Roles Writing – original draft, Writing – review & editing

Affiliation Amol University of Special Modern Technologies, Amol, Iran
⨯
Rassoul Hajizadeh ,

Roles Supervision, Validation, Writing – review & editing

* E-mail: r.hajizadeh@ausmt.ac.ir

Affiliation Machine Learning and Deep Learning Laboratory, Faculty of Engineering Modern Technologies, Amol University of Special Modern Technologies, Amol, Iran

https://orcid.org/0000-0002-8570-1492

⨯
Fakhroddin Nazari

Roles Investigation, Writing – review & editing

Affiliation Faculty of Engineering Modern Technologies, Amol University of Special Modern Technologies, Amol, Iran
⨯

Addressing imbalanced data classification with Cluster-Based Reduced Noise SMOTE

Javad Hemmatian,
Rassoul Hajizadeh,
Fakhroddin Nazari

x

Published: February 10, 2025
https://doi.org/10.1371/journal.pone.0317396

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!

Noise reduction
Is the Subject Area "Noise reduction" applicable to this article?

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

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

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

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

Thanks for your feedback.
Support vector machines
Is the Subject Area "Support vector machines" applicable to this article?

Thanks for your feedback.