Influence of sample attributes on generalization performance of machine learning models for windage alteration fault diagnosis of the mine ventilation system

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Li Liu, Jian Liu, Qichao Zhou, De Huang

Published: 2023, Last Modified: 05 Nov 2025Expert Syst. Appl. 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•WAFs diagnosis model of mine ventilation system based on SVM is constructed.•The influence law of sample attributes on WAFs diagnosis model is obtained.•Provide technical support for realizing intelligent mine ventilation.