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Challenging the Performance-Interpretability Trade-Off: An Evaluation of Interpretable Machine Learning Models

Crossref DOI link: https://doi.org/10.1007/s12599-024-00922-2

Published Online: 2025-02-13

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Kruschel, Sven https://orcid.org/0009-0005-5314-6446
Hambauer, Nico https://orcid.org/0000-0001-7116-3729
Weinzierl, Sven https://orcid.org/0000-0003-2268-7352
Zilker, Sandra https://orcid.org/0000-0001-5414-1528
Kraus, Mathias https://orcid.org/0000-0002-2021-2743
Zschech, Patrick https://orcid.org/0000-0002-1105-8086
Funding

Funding for this research was provided by:

Universität Leipzig
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Text and Data Mining valid from 2025-02-13

Version of Record valid from 2025-02-13
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Article History

Received: 30 September 2023

Accepted: 20 September 2024

First Online: 13 February 2025