Table 3.
Optimized hyperparameters.
| Parameters | Values |
|---|---|
| Start | 07/02/21 |
| End | 07/02/21 |
| Duration | 2 hours and 45 minutes |
| Round_epochs | 100 |
| Loss | 618206.8125 |
| MAPE | 8.039555 |
| Val_loss | 161916.171875 |
| Val_MAPE | 4.379007 |
| Activation | ReLU |
| Optimizer | Adam |
| Batch_size | 10 |
| Dropout | 0.0 |
| Epochs | 100 |
| First_neuron | 10 |
| Hidden layers | 2 |
| Lr | 0.14 |
| Shapes | Funnel |
| Name | 42, dtype: object |