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...
| 發表在: | Frontiers in Digital Health |
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| Main Authors: | , , |
| 格式: | Article |
| 語言: | 英语 |
| 出版: |
Frontiers Media S.A.
2024-07-01
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| 主題: | |
| 在線閱讀: | https://www.frontiersin.org/articles/10.3389/fdgth.2024.1430245/full |