Probabilistic Forecasting on New England 2012 (test)
2.08MAPERNN({1, 2, 24})
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RNN({1, 2, 24})lag structure={1, 2, 24}2022.09 | 2.08 | 436.55 | 111.62 | 7.39 | |
| LSTM2022.09 | 2.18 | 467.66 | 118.76 | 7.45 | |
| Transformer2022.09 | 2.19 | 463.25 | 119.06 | 7.5 | |
| RNN(1)lag structure=12022.09 | 2.26 | 473.93 | 122.1 | 7.47 | |
| FNN2022.09 | 2.65 | 564.17 | 141.75 | 7.62 | |
| LightGBM2022.09 | 2.92 | 546.51 | 145.75 | 7.68 | |
| SARIMAX2022.09 | 4.97 | 972.63 | 267.61 | 8.27 | |
| ARX2022.09 | 5.12 | 1,050.61 | 281.29 | 8.33 | |
| Naïve2022.09 | 6.66 | 1,278.06 | 339.51 | 8.5 |