Prediction Interval Estimation on Solar 3Y
-0.331Delta CovGauss
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Gaussalpha=0.05, backbone=LSTM2023.03 | -0.331 | 25.9 | 46 | |
| Gaussalpha=0.15, backbone=LSTM2023.03 | -0.32 | 19.1 | 32 | |
| Gaussalpha=0.1, backbone=LSTM2023.03 | -0.31 | 21.8 | 37 | |
| MCDalpha=0.05, backbone=LSTM2023.03 | -0.058 | 17.5 | 43 | |
| MDNalpha=0.15, backbone=LSTM2023.03 | -0.053 | 11.4 | 23 | |
| MCDalpha=0.1, backbone=LSTM2023.03 | -0.03 | 14.8 | 49 | |
| MDNalpha=0.1, backbone=LSTM2023.03 | -0.013 | 13.2 | 26 | |
| MDNalpha=0.05, backbone=LSTM2023.03 | -0.005 | 16.2 | 33 | |
| HopCPTalpha=0.05, backbone=LSTM2023.03 | -0.003 | 22.7 | 38 | |
| HopCPTalpha=0.1, backbone=LSTM2023.03 | 0.001 | 17.9 | 30 | |
| MCDalpha=0.15, backbone=LSTM2023.03 | 0.001 | 12.9 | 38 | |
| HopCPTalpha=0.15, backbone=LSTM2023.03 | 0.002 | 15 | 26 | |
| SPCIalpha=0.05, backbone=LSTM2023.03 | 0.004 | 47.7 | 87 | |
| SPCIalpha=0.1, backbone=LSTM2023.03 | 0.014 | 27.8 | 62 | |
| SPCIalpha=0.15, backbone=LSTM2023.03 | 0.024 | 18.1 | 48 |