Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial data

This is a research compendium (RC) for the publication "Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial data". The code (including figures, appendices and the manuscript) is packed in <strong>pathogen-modeling-master.zip</strong> or can be found directly in the Github repository. <strong>Publication figures</strong>: analysis/paper/submission/3/latex-source-files/ <strong>Appendices</strong>: analysis/paper/submission/3/ This RC represents a static snapshot of the publication mentioned above. The Github repo will receive changes after the publication was published.本数据集为论文"基于空间数据的统计与机器学习算法超参数调优及性能评估"配套的研究汇编（Research Compendium，RC）。 本汇编包含代码（含图表、附录与论文原稿），可通过压缩包pathogen-modeling-master.zip获取，亦可直接从GitHub仓库下载。 **论文配图**：analysis/paper/submission/3/latex-source-files/ **附录**：analysis/paper/submission/3/ 本研究汇编为上述论文的静态快照版本。该GitHub仓库在论文正式发表后将持续更新内容。