@article{202406.0264, doi = {10.20944/preprints202406.0264.v2}, url = {https://doi.org/10.20944/preprints202406.0264.v2}, year = 2024, month = {July}, publisher = {Preprints}, author = {Tris Kee and Winky K.O. Ho}, title = {Optimizing Machine Learning Models for Urban Sciences: A Comparative Analysis of Hyperparameter Tuning Methods}, journal = {Preprints} }