Building classification models from imbalanced fraud detection data / Terence Yong Koon Beh, Swee Chuan Tan and Hwee Theng Yeo

• Main Authors: Terence, Yong Koon Beh, Swee, Chuan Tan, Hwee, Theng Yeo
• Format: Article
• Language: English
• Published: Penerbit UiTM 2014
• Online Access: https://ir.uitm.edu.my/id/eprint/13930/1/13930.pdf; https://ir.uitm.edu.my/id/eprint/13930/; https://mjoc.uitm.edu.my/

Many real-world data sets exhibit imbalanced class distributions in which almost all instances are assigned to one class and far fewer instances to a smaller, yet usually interesting class. Building classification models from such imbalanced data sets is a relatively new challenge in the machine lea...