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machine learning model interpretability

technology1 mentionslast seen Oct 14, 2026

Framework for making black box machine learning models transparent, auditable and explainable in credit scoring.

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machine learning model interpretabilityapplies tocredit scoring92% confidence1 source

machine learning model interpretability

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machine learning model interpretabilityapplies tocredit scoring

92% confidence1 supporting mentions

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preprintarXivSep 28, 2020Transparency, Auditability and eXplainability of Machine Learning Models in Credit Scoring
we present a framework for making ``black box'' machine learning models transparent, auditable and explainable. Following this framework, we present an overview of techniques, demonstrate how they can be applied in credit scoring