Welcome to the Gearbox Fault Detection Challenge! In this competition, participants are tasked with developing a robust classification model to predict faults in gearboxes based on industrial lubrication data. Gearboxes are crucial components in various mechanical systems, and predicting faults early can significantly enhance maintenance practices and prevent costly breakdowns.