MS-CPFI: A model-agnostic Counterfactual Perturbation Feature Importance algorithm for interpreting black-box Multi-State models

Aziliz Cottin, Marine Zulian, Nicolas Pécuchet, Agathe Guilloux, Sandrine Katsahian. MS-CPFI: A model-agnostic Counterfactual Perturbation Feature Importance algorithm for interpreting black-box Multi-State models. Artificial Intelligence in Medicine, 147:102741, January 2024. [doi]

Authors

Aziliz Cottin

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Marine Zulian

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Nicolas Pécuchet

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Agathe Guilloux

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Sandrine Katsahian

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