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

Vandewiele, Gilles; Dehaene, Isabelle; Kovacs, Gyorgy; Sterckx, Lucas; Janssens, Olivier; Roelens, Kristien; Decruyenaere, Johan; Ongenae, Femke; De Backere, Femke; De Turck, Filip; Van Hoecke, Sofie; De Meester, Thomas

doi:10.1016/j.artmed.2020.101987

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

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2021

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https://doi.org/10.1016/j.artmed.2020.101987

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ARTIFICIAL INTELLIGENCE IN MEDICINE

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Acq. date: 2026-03-17

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

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