| Model | Hyperparameter | Value |
|
| max depth | 9 |
| Boosted Random Forest | max features | 7 |
|
| n estimator | 67 |
| Decision Tree | max depth | 7 |
|
| min samples split | 7 |
| SVM | C | 79.61 |
|
| gamma | 0.155 |
| KNN | K | 32 |
|
| P | 1 |
|
| hidden layers | 2 |
| MLP | number of neurons | 2 |
|
| tanh | 1 |
|
| learning rate | 0.0776 |
| ANN | hidden layer sizes | (10, 25) |
|
| alpha | 0.00029 |
|
| learning rate | 0.00226 |