Table 5.
Models | Description | RMSE | Training Time (Minutes) |
---|---|---|---|
TFFNet_4 | 4 Residual Units | 18.34 | 67.5 |
TFFNet_8 | 8 Residual Units | 17.69 | 88.0 |
TFFNet_12 | 12 Residual Units | 14.20 | 109.8 |
TFFNet_16 | 16 Residual Units | 14.07 | 135.0 |
TFFNet_20 | 20 Residual Units | 14.06 | 166.5 |
TFFNet_24 | 24 Residual Units | 14.12 | 201.3 |
TFFNet_30 | 30 Residual Units | 14.56 | 238.9 |
TFFNet_34 | 34 Residual Units | 15.09 | 279.5 |
Note: TFFNet_* represent how many residual units are stacked in constructing the TFFNet model.