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Advanced stacking models for machine fault diagnosis with ensemble trees and SVM

Yuhua Liao,Ming Li,Qingshuai Sun,Pude Li

2025 · DOI: 10.1007/s10489-024-06206-2
17 Citations

TLDR

Through extensive experimental validation, it is found that the AET model is close to 99% in several key performance metrics and outperforms existing machine learning methods and relatively short model training time.