Deep learning for credit scoring: Do or don’t?

•Deep learning techniques are compared to both conventional methods and ensemble methods for credit scoring.•This comparison is executed over a significant number of credit scoring data sets stemming from a real-life environment.•The models are evaluated and compared over a number of performance mea...

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Vydáno v:	European journal of operational research Ročník 295; číslo 1; s. 292 - 305
Hlavní autoři:	Gunnarsson, Björn Rafn, vanden Broucke, Seppe, Baesens, Bart, Óskarsdóttir, María, Lemahieu, Wilfried
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 16.11.2021
Témata:	Bayesian statistical testing Credit scoring Decision support systems Deep learning Risk analysis Decision support systems Deep learning Bayesian statistical testing Risk analysis Credit scoring
ISSN:	0377-2217, 1872-6860
On-line přístup:	Získat plný text
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