Probabilistic Forecasting on New England 2014 (test)
2.29MAPERNN({1, 2, 24})
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RNN({1, 2, 24})lag structure p={1, 2, 24}2022.09 | 2.29 | 433.34 | 118.62 | 7.49 | |
| Transformer2022.09 | 2.41 | 459.52 | 124.92 | 7.53 | |
| RNN(1)lag structure p=12022.09 | 2.46 | 459.92 | 126.4 | 7.55 | |
| LSTM2022.09 | 2.5 | 467.04 | 129.22 | 7.59 | |
| LightGBM2022.09 | 2.95 | 569.95 | 156.41 | 7.73 | |
| FNN2022.09 | 3.03 | 567.31 | 154.63 | 7.73 | |
| SARIMAX2022.09 | 5.32 | 964.96 | 267.9 | 8.26 | |
| ARX2022.09 | 5.45 | 1,023.34 | 280.44 | 8.32 | |
| Naïve2022.09 | 6.25 | 1,210.05 | 317.81 | 8.38 |