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Imbalanced data preprocessing techniques for machine learning: a systematic mapping study
Machine Learning (ML) algorithms have been increasingly replacing people in several application domains—in which the majority suffer from data imbalance. In order to solve this problem, published studies implement data preprocessing techniques, cost-sensitive and ensemble learning. These solutions r...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer London
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9645765/ https://www.ncbi.nlm.nih.gov/pubmed/36405957 http://dx.doi.org/10.1007/s10115-022-01772-8 |