遇见数据集

openml_607

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arXiv2025-09-30 收录
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资源简介:

该数据集被用于评估方法在噪声或高维环境下的鲁棒性,尤其值得关注的是,其包含的无关特征可能会影响性能。它是更大规模数据集集合中的一部分,该集合共有六个数据集,用于各种实验。该数据集的规模较大,既适用于分类任务,也适用于回归任务。

This dataset is designed to evaluate the robustness of methods under noisy or high-dimensional environments. Particularly noteworthy is that the irrelevant features contained within it may degrade the performance of the assessed methods. It constitutes a component of a larger dataset collection that totals six datasets, which is utilized for various experiments. With a substantial scale, this dataset supports both classification and regression tasks.

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OpenML
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