Probabilistic forecasting on New England 2013 (test)
2.14MAPERNN({1, 2, 24})
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RNN({1, 2, 24})lag structure p={1, 2, 24}2022.09 | 2.14 | 423.06 | 115.14 | 7.4 | |
| LSTM2022.09 | 2.18 | 440.8 | 119.4 | 7.43 | |
| Transformer2022.09 | 2.2 | 447.74 | 119.97 | 7.43 | |
| RNN(1)lag structure p=12022.09 | 2.3 | 456.4 | 123.36 | 7.46 | |
| FNN2022.09 | 2.71 | 584.23 | 148.61 | 7.6 | |
| LightGBM2022.09 | 3.11 | 632.35 | 171.92 | 7.82 | |
| SARIMAX2022.09 | 5.01 | 985.17 | 270.68 | 8.27 | |
| ARX2022.09 | 5.03 | 1,022.08 | 275.73 | 8.28 | |
| Naïve2022.09 | 6.14 | 1,334.91 | 330.01 | 8.37 |