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    Data splitting to avoid information leakage with DataSAIL by Roman Joeres, David B. Blumenthal, Olga V. Kalinina

    Published 2025-04-01
    “…This can lead to inflated performance metrics that do not reflect the actual performance at inference time. We present DataSAIL, a versatile Python package to facilitate leakage-reduced data splitting to enable realistic evaluation of machine learning models for biological data that are intended to be applied in out-of-distribution scenarios. …”
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