Effective k-nearest neighbor models for data classification enhancement
Abstract Imbalanced class distributions and class overlaps are major problems that are often associated with the classifier’s decreased performance. To lessen their impact, the literature continues to introduce methods, including kNN extensions. Nevertheless, as far as we know, the kNN’s performance...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
SpringerOpen
2025-04-01
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| Series: | Journal of Big Data |
| Subjects: | |
| Online Access: | https://doi.org/10.1186/s40537-025-01137-2 |
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