Incremental permutation feature importance (iPFI): towards online explanations on data streams

Fabian Fumagalli, Maximilian Muschalik, Eyke Hüllermeier, Barbara Hammer. Incremental permutation feature importance (iPFI): towards online explanations on data streams. Machine Learning, 112(12):4863-4903, December 2023. [doi]

Authors

Fabian Fumagalli

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Maximilian Muschalik

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Eyke Hüllermeier

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Barbara Hammer

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