Table 2 Parameter search space in grid search analysis
From: Exploring drivers of patient satisfaction using a random forest algorithm
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] |