2026. Machine Learning-Based Predictive Maintenance Classification for Industrial Equipment Failure Detection. Journal of Global Research in Multidisciplinary Studies(JGRMS). 2, 6s (Jun. 2026), 16–22. DOI:https://doi.org/10.5281/.