Understanding the apparent superiority of over-sampling through an analysis of local information for class-imbalanced data
Data plays a key role in the design of expert and intelligent systems and therefore, data preprocessing appears to be a critical step to produce high-quality data and build accurate machine learning models. Over the past decades, increasing attention has been paid towards the issue of class imbalanc...
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| Altri autori: | , , , |
| Natura: | Artículo |
| Lingua: | en_US |
| Pubblicazione: |
2019
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| Accesso online: | https://www.sciencedirect.com/science/article/pii/S0957417419307432 |
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