Table 1.
Model parameter setting.
| Model | Parameters | Values | 
|---|---|---|
| 
ANN | 
activation | sigmoid | 
| optimizer | adam | |
| loss | categorical_crossentropy | |
| metrics | accuracy | |
| batch_size | 128 | |
| epochs | 300 | |
| 
KNN | 
n_neighbors | 1 | 
| metric | minkowski | |
| p | 2 | |
| weights | distance | |
| 
RF | 
n_estimators | 100 | 
| criterion | entropy | |
| max_depth | 20 | |
| min_samples_leaf | 1 | |
| SVM | C | 50 | 
| class_weight | 1: 3 | |
| gamma | 0.005 | |
| probability | True | |