TABLE 3. Hyperparameters of Obesity Prediction Models.
| Model | Parameter | Value |
|---|---|---|
| Random forest | n_estimators | 100 |
| min_samples_split | 2 | |
| max_depth | 1 | |
| Decision tree | min_samples_leaf | 1 |
| min_samples_split | 2 | |
| Linear discriminant analysis | solver | Lsqr |
| shrinkage | auto | |
| AdaBoost | n_estimators | 45 |
| learning_rate | 1 | |
| Deep neural network | fully-connected layer 1 | 128 |
| fully-connected layer 2 | 256 |