Material backorder is a common supply chain problem, impacting an inventory system service level and effectiveness. Identifying parts with the highest chances of shortage prior its occurrence can present a high opportunity to improve an overall company’s performance. In this competition, you will train classifiers to predict future backordered products and generate predictions for a test set.