Table 3.

Hyperparameter Ranges Tested for Each Model. Minimum and maximum values tested for each hyperparameter tuning of the Ridge, RF, MLP, and XGB models

Model	Hyperparameter	Minimum Value	Maximum Value	Range
Ridge	Alpha	0.01	10	0.01
RF	Number of Trees	10	500	10
	Max Depth	3	50	1
MLP	Hidden Layers	1	10	1
	Neurons per Layer	10	300	10
XGB	Learning Rate	0.001	0.3	0.001
	Number of Trees	10	500	10
	Max Depth	3	50	1