RDBench
收藏arXiv2023-10-31 更新2024-08-06 收录
下载链接：
http://arxiv.org/abs/2310.16837v2
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资源简介：
RDBench提供多种不同规模、领域和关系结构的RDB数据集，分为4个级别。它通过三种类型的接口（表格数据、同构图和异构图）简化了对不同ML领域的采用，使得从XGBoost到图神经网络的多种ML方法在RDB预测任务中可以进行有意义的比较。
RDBench provides a suite of RDB datasets with varying scales, domains, and relational structures, which are categorized into four levels. It simplifies the adoption across different machine learning (ML) domains via three types of data interfaces: tabular data, homogeneous graphs, and heterogeneous graphs, enabling meaningful comparisons between diverse ML methods ranging from XGBoost to graph neural networks (GNNs) on RDB prediction tasks.
创建时间：
2023-10-26
