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Deep Neural Networks for Behavioral Credit Rating

Logistic regression is the industry standard in credit risk modeling. Regulatory requirements for model explainability have halted the implementation of more advanced, non-linear machine learning algorithms, even though more accurate predictions would benefit consumers and banks alike. Deep neural n...

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Bibliografski detalji
Izdano u:Entropy (Basel)
Glavni autori: Merćep, Andro, Mrčela, Lovre, Birov, Matija, Kostanjčar, Zvonko
Format: Artigo
Jezik:Inglês
Izdano: MDPI 2020
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7824729/
https://ncbi.nlm.nih.gov/pubmed/33375420
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e23010027
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