Publication:

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

Date

2021
Journal article
https://doi.org/10.1016/j.artmed.2020.101987
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Author(s)

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  

Journal

ARTIFICIAL INTELLIGENCE IN MEDICINE

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1941 since deposited on 2022-02-23
1last month
Acq. date: 2025-12-07

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1941 since deposited on 2022-02-23
1last month
Acq. date: 2025-12-07

Citations