Overly Optimistic Prediction Results on Imbalanced Data: a Case Study of Flaws and Benefits when Applying Over-sampling

Publication date: Available online 20 November 2020Source: Artificial Intelligence in MedicineAuthor(s): 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

Source: Artificial Intelligence in Medicine - November 21, 2020 Category: Bioinformatics Source Type: research