Table 12.
Model | Main parameters |
---|---|
2-degree polynomial kernel (SVM-2D) | |
SVM | 3-degree polynomial kernel (SVM-3D) |
RBF kernel (SVM-RBF) | |
50 neurons in the hidden layer (MLP-50) | |
MLP | 100 neurons in the hidden layer (MLP-100) |
200 neurons in the hidden layer (MLP-200) | |
RF with 100 randomly generated binary trees (RF-100) | |
RB | RF with 500 randomly generated binary trees (RF-500) |
RF with 1000 randomly generated binary trees (RF-1000) |