FILM: Framework for Imbalanced Learning Machines based on a new unbiased performance measure and a new ensemble-based technique

Antonio Guillén-Teruel, Marcos Caracena, Jose A. Pardo +3

This research addresses the challenges of handling unbalanced datasets for binary classification tasks. In such scenarios, standard evaluation metrics are often biased by the dispr…