iCost: A Novel Instance-Complexity-Based Cost-Sensitive Learning Framework

Asif Newaz, Asif Ur Rahman Adib, Taskeed Jabid

Class imbalance poses a significant challenge in classification tasks, often causing standard learning algorithms to become biased toward the majority class. Cost-sensitive learnin…