Table 2 Overview of all parameters used in hyperparameter tuning (HT) with their respective values
Parameter | Values |
|---|---|
Maximum depth of the tree | 3, 4, 5, 6, 7, 8 |
Minimum number of cases per groups | 25, 50, 75, 100, 125 |
Minimum number of cases per split | 50, 100, 150, 200, 250 |
Minimum impurity decrease | .0001, .001, .01, .1, 0 |