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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dc.contributor.authorVandewiele, Gilles
dc.contributor.authorDehaene, Isabelle
dc.contributor.authorKovacs, Gyorgy
dc.contributor.authorSterckx, Lucas
dc.contributor.authorJanssens, Olivier
dc.contributor.authorRoelens, Kristien
dc.contributor.authorDecruyenaere, Johan
dc.contributor.authorOngenae, Femke
dc.contributor.authorDe Backere, Femke
dc.contributor.authorDe Turck, Filip
dc.contributor.authorVan Hoecke, Sofie
dc.contributor.authorDe Meester, Thomas
dc.contributor.imecauthorVandewiele, Gilles
dc.contributor.imecauthorSterckx, Lucas
dc.contributor.imecauthorOngenae, Femke
dc.contributor.imecauthorDe Backere, Femke
dc.contributor.imecauthorDe Turck, Filip
dc.contributor.imecauthorVan Hoecke, Sofie
dc.contributor.imecauthorDe Meester, Thomas
dc.contributor.orcidimecTurck, Filip De::0000-0003-4824-1199
dc.contributor.orcidimecDemeester, Thomas::0000-0002-9901-5768
dc.contributor.orcidimecOngenae, Femke::0000-0003-2529-5477
dc.contributor.orcidimecVan Hoecke, Sofie::0000-0002-7865-6793
dc.contributor.orcidimecDe Backere, Femke::0000-0002-0768-4949
dc.date.accessioned2022-02-23T10:09:19Z
dc.date.available2022-02-23T10:09:19Z
dc.date.issued2021
dc.identifier.doi10.1016/j.artmed.2020.101987
dc.identifier.issn0933-3657
dc.identifier.pmidMEDLINE:33461687
dc.identifier.urihttps://imec-publications.be/handle/20.500.12860/39045
dc.publisherELSEVIER
dc.source.beginpage101987
dc.source.issuena
dc.source.journalARTIFICIAL INTELLIGENCE IN MEDICINE
dc.source.numberofpages7
dc.source.volume111
dc.subject.keywordsSMOTE
dc.title

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

dc.typeJournal article
dspace.entity.typePublication
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