Automobile parts reliability prediction based on claim data: The comparison of predictive effects with deep learning

An automobile company provides quality assurance service based on warranty period, which includes duration and distance driven. The concerned automobile company provides a warranty that begets quality assurance costs in case an accident occurs during this time. If the probability of failure can be ascertained based on the quality assurance area, it will be convenient to manage each part, and it will reduce the cost of quality assurance. It has...