Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling

Gilles Vandewiele, Isabelle Dehaene, György Kovács, Lucas Sterckx, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester. Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling. Artificial Intelligence in Medicine, 111:101987, 2021. [doi]

Abstract

Abstract is missing.