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Books > Business & Economics > Industry & industrial studies > Service industries > Financial services industry

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Application of AI in Credit Scoring Modeling (Paperback, 1st ed. 2022) Loot Price: R2,612
Discovery Miles 26 120
Repayment Terms: R245 pm x 12*
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Application of AI in Credit Scoring Modeling (Paperback, 1st ed. 2022): Bohdan Popovych

Application of AI in Credit Scoring Modeling (Paperback, 1st ed. 2022)

Bohdan Popovych

Series: BestMasters

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Loot Price R2,612 Discovery Miles 26 120 | Repayment Terms: R245 pm x 12*

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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.

General

Imprint: Springer Gabler
Country of origin: Germany
Series: BestMasters
Release date: December 2022
First published: 2022
Authors: Bohdan Popovych
Dimensions: 210 x 148mm (L x W)
Format: Paperback
Pages: 83
Edition: 1st ed. 2022
ISBN-13: 978-3-658-40179-5
Categories: Books > Business & Economics > Industry & industrial studies > Service industries > Financial services industry
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LSN: 3-658-40179-6
Barcode: 9783658401795

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