Table 4 Parameter configurations for used machine learning models
From: Examining the empathy levels of medical students using CHAID analysis
Random forest | Decision tree | AdaBoost | MLP |
|---|---|---|---|
criterion: gini max depth: 15 min samples leaf: 1 min samples split: 2 n estimators: 50 | criterion: gini max depth: 10 min samples leaf: 1 min samples split: 2 splitter: best | max depth: 2 learning rate: 1.0 n estimators: 150 | activation: relu alpha: 0.0001 hidden layer: (100, 100) solver: adam |