Table 4 Hyperparameter settings of each model
Machine learning model | Hyperparameter settings |
|---|---|
DT | Criterion: Gini Splitter: best max_depth: None random_state: 42 |
RF | n_estimators: 100 criterion: Gini max_depth: 5 random_state: 42 |
kNN | n_neighbors: 3 |
NB | Default parameters |
MLP | hidden_layer_sizes: 100 activation: relu alpha: 0.0001 batch_size: auto learning_rate: constant max_iter: 200 |