Table 2.

Parameter search space in grid search analysis

Parameter	Range
max_depth (maximum depth of the tree)	[3; 4; 5; 6; 7; 8; 9; 10; 12; 15]
min_samples_leaf (minimum number of data points allowed in a leaf node)	[1; 2; 3; 4; 5; 6; 7; 8; 9; 10; 15]
min_samples_split (minimum number of data points in a node before the node is split)	[2; 3; 4; 5; 6; 8; 10; 15]
n_estimator (number of trees in the forest)	[100; 150; 200; 250; 300; 400; 500; 600; 800; 1000; 1200]