[Elsevier] The reliability gap: Why high predictive accuracy doesn't guarantee stable feature importance

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journal：Marine Pollution Bulletin

Authors：Yoshiyasu Takefuji

Published date：2026-5-

DOI：10.1016/j.marpolbul.2026.119398

PDF link：https://www.sciencedirect.com/sc ... 025326X26001852/pdf

Article link：https://doi.org/10.1016/j.marpolbul.2026.119398

Article Source：Elsevier BV。

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[Elsevier] The reliability gap: Why high predictive accuracy doesn't guarantee stable feature importance Copy