Table 1 Classification model parameters
Model | Configuration |
|---|---|
RF | Number of trees: 100, split criteria: Gini index |
KNN | Number of neighbors: 10 |
DT | Split criteria: Gini index |
SVM | Regularization parameter: 100, maximum epochs: 300, kernel type: linear |
MLP | Maximum epochs: 100, hidden layers: (a) 64 neurons and (b) 32 neurons, activation: relu, solver: adam, batch size: 200, learning rate: 0.001 |