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Israel NDC, Soreq Nuclear Research Center, Yavne, Israel
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Expert knowledge, distilled into interpretable goodness-of-fit features, can not only improve classification accuracy in the face of informative missingness but also yield more transparent and justifiable decision rules, even outperforming standard ML methods with limited data.