Statistical stability indices for LIME : obtaining reliable explanations for machine learning models
Giorgio Visani, Enrico Bagli, Federico Chesani, Alessandro Poluzzi and Davide Capuzzo
| Year of publication: |
2022
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|---|---|
| Authors: | Visani, Giorgio ; Bagli, Enrico ; Chesani, Federico ; Poluzzi, Alessandro ; Capuzzo, Davide |
| Published in: |
Journal of the Operational Research Society. - London : Taylor and Francis, ISSN 1476-9360, ZDB-ID 2007775-0. - Vol. 73.2022, 1, p. 91-101
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| Subject: | Credit Scoring | explainability | LIME | machine learning | stability | Künstliche Intelligenz | Artificial intelligence | Kreditwürdigkeit | Credit rating | Theorie | Theory |
Online Resource
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1080/01605682.2020.1865846 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10012872888