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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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Dades bibliogràfiques
Publicat a:Entropy (Basel)
Autors principals: Merćep, Andro, Mrčela, Lovre, Birov, Matija, Kostanjčar, Zvonko
Format: Artigo
Idioma:Inglês
Publicat: MDPI 2020
Matèries:
Accés en línia: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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