1. A method for reducing false train stops, said method comprising: receiving inputs from a hot box detection system; generating a bearing profile for each bearing passing the hot box detection system; assigning a classification to each bearing profile comprising at least one of a typical bearing classification and an atypical bearing classification; determining a quantity of bearing profiles assigned to each classification; and generating a maintenance alert if the quantity of bearings assigned to at least one classification exceeds a predetermined threshold.