nDeepSMOTEc: An Oversampling Method for Structured Datasets
The problem of imbalanced data is pervasive in the field of machine learning, particularly in applications such as medical diagnosis and fraud detection, where minority class samples are crucial for accurate model predictions. To improve classifier performance on imbalanced datasets, this study prop...
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| Principais autores: | , , , , , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
IEEE
2025-01-01
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| Serier: | IEEE Access |
| Fag: | |
| Online adgang: | https://ieeexplore.ieee.org/document/11151264/ |
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