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Measures of Model Interpretability for Model Selection
Part 5: MAKE Explainable AIInternational audienceThe literature lacks definitions for quantitative measures of model interpretability for automatic model selection to achieve high accuracy and interpretability, hence we define inherent model ...
Paul Fieguth +2 more
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Model interpretability of financial fraud detection by group SHAP
Expert Systems With Applications, 2022Kang Lin
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On the Interpretability of Belief Rule-Based Expert Systems
IEEE Transactions on Fuzzy Systems, 2021Chang-Hua Hu, Zhijie Zhou, Shuaiwen Tang
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Interpretability of machine learning-based prediction models in healthcare
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2020Katrien Verbert +2 more
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