Table 2 Prediction performance using different input sequence lengths
Encoder Length | MAE | RMSE | Encoder Length | MAE | RMSE |
|---|---|---|---|---|---|
6 | 5.66 | 9.63 | 28 | 5.75 | 9.69 |
8 | 5.57 | 9.47 | 30 | 5.73 | 9.70 |
10 | 5.67 | 9.63 | 32 | 5.76 | 9.73 |
12 | 5.65 | 9.67 | 34 | 5.76 | 9.74 |
14 | 5.67 | 9.62 | 36 | 5.73 | 9.65 |
16 | 5.66 | 9.59 | 38 | 5.75 | 9.67 |
18 | 5.63 | 9.58 | 40 | 5.74 | 9.63 |
20 | 5.61 | 9.54 | 42 | 5.70 | 9.63 |
22 | 5.68 | 9.66 | 44 | 5.71 | 9.63 |
24 | 5.71 | 9.70 | 46 | 5.70 | 9.66 |
26 | 5.70 | 9.64 | 48 | 5.75 | 9.69 |