No more black boxes! : explaining the predictions of a machine learning XGBoost classifier algorithm in business failure
Pedro Carmona, Aladdin Dwekat, Zeena Mardawi
| Year of publication: |
2022
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|---|---|
| Authors: | Carmona, Pedro ; Dwekat, Aladdin ; Mardawi, Zeena |
| Published in: |
Research in international business and finance. - Amsterdam [u.a.] : Elsevier, ISSN 0275-5319, ZDB-ID 424514-3. - Vol. 61.2022, p. 1-18
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| Subject: | Machine learning | Business failure | Model interpretability | XGBoost | Künstliche Intelligenz | Artificial intelligence | Insolvenz | Insolvency | Prognoseverfahren | Forecasting model | Algorithmus | Algorithm |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.ribaf.2022.101649 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10014246624