Prediction Interval Estimation on Solar 1Y
-0.185Delta CovMDN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MDNalpha=0.15, backbone=LSTM2023.03 | -0.185 | 9.3 | 0.15 | |
| Gaussalpha=0.15, backbone=LSTM2023.03 | -0.148 | 10.8 | 0.16 | |
| Gaussalpha=0.1, backbone=LSTM2023.03 | -0.134 | 12.3 | 0.18 | |
| MDNalpha=0.1, backbone=LSTM2023.03 | -0.13 | 10.8 | 0.17 | |
| Gaussalpha=0.05, backbone=LSTM2023.03 | -0.109 | 14.6 | 0.22 | |
| MDNalpha=0.05, backbone=LSTM2023.03 | -0.055 | 13.2 | 0.2 | |
| MCDalpha=0.05, backbone=LSTM2023.03 | -0.041 | 20.5 | 0.58 | |
| MCDalpha=0.1, backbone=LSTM2023.03 | -0.011 | 17.3 | 0.4 | |
| SPCIalpha=0.05, backbone=LSTM2023.03 | 0.006 | 37 | 0.58 | |
| SPCIalpha=0.1, backbone=LSTM2023.03 | 0.018 | 22.5 | 0.41 | |
| HopCPTalpha=0.05, backbone=LSTM2023.03 | 0.019 | 21.4 | 0.27 | |
| MCDalpha=0.15, backbone=LSTM2023.03 | 0.022 | 15.2 | 0.32 | |
| HopCPTalpha=0.1, backbone=LSTM2023.03 | 0.028 | 16 | 0.22 | |
| HopCPTalpha=0.15, backbone=LSTM2023.03 | 0.029 | 13.1 | 0.19 | |
| SPCIalpha=0.15, backbone=LSTM2023.03 | 0.032 | 15.3 | 0.32 |