A review on over-sampling techniques in classification of multi-class imbalanced datasets: insights for medical problems

There has been growing attention to multi-class classification problems, particularly those challenges of imbalanced class distributions. To address these challenges, various strategies, including data-level re-sampling treatment and ensemble methods, have been introduced to bolster the performance...

Full description

Bibliographic Details

Published in:	Frontiers in Digital Health
Main Authors:	Yuxuan Yang, Hadi Akbarzadeh Khorshidi, Uwe Aickelin
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-07-01
Subjects:	over-sampling re-sampling multi-class imbalanced review medical
Online Access:	https://www.frontiersin.org/articles/10.3389/fdgth.2024.1430245/full