five

Dataset supporting the publication: Generalization performance distributions along learning curves

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DataCite Commons2026-04-30 更新2026-05-02 收录
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https://data.4tu.nl/datasets/9c145fca-990f-4e5f-bbff-12ca48614def/1
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资源简介:
This dataset has been curated to support high fidelity analysis of learning curves across a diverse set of learners, covering both settings with and without hyper-parameter tuning. It includes results generated under different sampling strategies and learning curve construction methods, enabling systematic investigation of how model performance evolves with increasing data. The primary goal is to study the distribution of generalization performance along these learning curves, providing insights into variability, extrapolation behavior, and model reliability. Detailed information on the data generation process and experimental setup is provided in the accompanying paper.
提供机构:
4TU.ResearchData
创建时间:
2026-04-30
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