Does stacking improve fault diagnosis? A case study with reciprocating air compressor vibration signals
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability
Published online on March 03, 2026
Abstract
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, Ahead of Print.
Ensemble learning methods, particularly stacking, are often expected to enhance the performance of machine learning models. In this study, an investigation was carried out on whether stacking consistently improves classification accuracy in the context of ...
Ensemble learning methods, particularly stacking, are often expected to enhance the performance of machine learning models. In this study, an investigation was carried out on whether stacking consistently improves classification accuracy in the context of ...