Verwandte Artikel zu Application of AI in Credit Scoring Modeling

Application of AI in Credit Scoring Modeling - Softcover

Popovych, Bohdan

 
9783658401818: Application of AI in Credit Scoring Modeling
Softcover
ISBN 10: 3658401818 ISBN 13: 9783658401818
Verlag: Springer Gabler, 2022

Inhaltsangabe

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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Verlag
Springer Gabler
Erscheinungsdatum
2022
Sprache
Englisch
ISBN 10 
3658401818
ISBN 13 
9783658401818
Einband
Tapa blanda
Anzahl der Seiten
100
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

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Hamburg
Deutschland