Overview of the machine learning methods evaluated in this study.

For each model, the table lists its methodological family, canonical theoretical reference, and the specific software implementation used in our experiments. The theoretical references point readers to foundational publications describing each method, while implementation references provide links to the exact packages and libraries used to ensure reproducibility.

本表格针对每一款模型，列出其所属的方法学分支、权威理论参考文献，以及本实验中采用的具体软件实现方案。理论参考文献可引导读者查阅阐述各方法核心原理的奠基性学术成果，而实现参考文献则提供了所用具体软件包与库的精准链接，以保障实验的可复现性。