A Comparative Study of Imbalance-Handling Methods in Multiclass Predictive Maintenance
Predictive maintenance plays a key role in digitalization initiatives; however, in real settings, issues related to failure prediction occur when failure instances are rare compared to normal instances, leading to class imbalance. In this study, we systematically compare five machine learning (ML) m...
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| Principais autores: | , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
MDPI AG
2026-04-01
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| Series: | Computation |
| Assuntos: | |
| Acceso en liña: | https://www.mdpi.com/2079-3197/14/4/88 |
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