.... Editor's note: Accepted by Elaine G. Mauldin. The remainder of the paper is organized as follows. Section II summarizes the fraud literature, discusses data rarity, and describes how methods drawn from the data analytics literature can be applied to fraud prediction. Section III describes the data...