Firm collapse prediction has been a subject of interests for almost a century and it still ranks high among hottest topics in economics. The aim of predicting financial distress is to develop a predictive model that combines various econometric measures and allows to foresee a financial condition of a firm. The purpose of the bankruptcy prediction is to assess the financial condition of a company and its future perspectives within the context of longterm operation on the market. This is an in-class competition for MGMT 571 at Purdue University. Please try other available data competition if you are not a student in this course. Thank you!