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

;

;

;

Janssens, Olivier

;

Roelens, Kristien

;

Decruyenaere, Johan

;

;

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

Acq. date: 2026-01-08