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Application of AI in Credit Scoring Modeling
Engelsk
Bogcover for Application of AI in Credit Scoring Modeling af Bohdan Popovych, 9783658401795
Specifikationer
Sprog:
Engelsk
Sider:
83
ISBN-13:
9783658401795
Indbinding:
Paperback
ISBN-10:
3658401796
Kategori:
Udg. Dato:
8 dec 2022
Størrelse i cm:
21,0 x 14,8
Serie:
Oplagsdato:
8 dec 2022
Forfatter(e):

Application of AI in Credit Scoring Modeling

Engelsk
Paperback 2022
Format:

Bog beskrivelse
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.
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Specifikationer
Sprog:
Engelsk
Sider:
83
ISBN-13:
9783658401795
Indbinding:
Paperback
ISBN-10:
3658401796
Kategori:
Udg. Dato:
8 dec 2022
Størrelse i cm:
21,0 x 14,8
Serie:
Oplagsdato:
8 dec 2022
Forfatter(e):
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