Table 5 Ablation study on HTC module.
Dilation | LSTM | Maxpool | MAD | RMSE | MAPE |
---|---|---|---|---|---|
– | – | – | 1.068 | 1.354 | 2.279 |
\(\checkmark\) | – | – | 0.983 | 1.021 | 1.979 |
\(\checkmark\) | \(\checkmark\) | – | 0.502 | 0.784 | 1.246 |
\(\checkmark\) | \(\checkmark\) | \(\checkmark\) | 0.390 | 0.698 | 1.153 |
Dilation | LSTM | Maxpool | MAD | RMSE | MAPE |
---|---|---|---|---|---|
– | – | – | 1.068 | 1.354 | 2.279 |
\(\checkmark\) | – | – | 0.983 | 1.021 | 1.979 |
\(\checkmark\) | \(\checkmark\) | – | 0.502 | 0.784 | 1.246 |
\(\checkmark\) | \(\checkmark\) | \(\checkmark\) | 0.390 | 0.698 | 1.153 |