Analysis and Prediction of the Interval Duration between the First and Second Accidents considering the Spatiotemporal Threshold

Table 5

Optimized values of RF hyperparameters.

Hyperparameter	Search space	The optimal value
Number of decision trees	[50, 500]	245
Maximum depth of decision tree	[1, 8]	5
Minimum number of samples required for subdividing internal nodes	[1, 10]	3
Minimum number of samples for leaf nodes	[1, 10]	7