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Updated: May 15, 2025

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用DataSAIL进行数据分割以避免信息泄露

Roman Joeres1,2,3,4, David B Blumenthal5, Olga V Kalinina6,7,8

  • 1Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Saarbrücken, Germany. roman.joeres@helmholtz-hips.de.

Nature communications
|April 8, 2025
PubMed
概括

机器学习中的信息泄露可能会膨胀性能指标. DataSAIL是一个新的Python包,可以减少数据泄露,以便更准确地评估生物医学AI模型.

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