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Application of AI in Credit Scoring Modeling
Engelsk Paperback
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Application of AI in Credit Scoring Modeling
Engelsk Paperback

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Om denne bog
The scope of this study is to investigate the capability of AI methods to accurately detect and predict credit risks based on retail borrowers'' features. The comparison of logistic regression, decision tree, and random forest showed that machine learning methods are able to predict credit defaults of individuals more accurately than the logit model. Furthermore, it was demonstrated how random forest and decision tree models were more sensitive in detecting default borrowers.
Product detaljer
Sprog:
Engelsk
Sider:
83
ISBN-13:
9783658401795
Indbinding:
Paperback
Udgave:
ISBN-10:
3658401796
Kategori:
Udg. Dato:
8 dec 2022
Længde:
0mm
Bredde:
148mm
Højde:
210mm
Forlag:
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Oplagsdato:
8 dec 2022
Forfatter(e):
Kategori sammenhænge