Time Series Forecasting on Air Passengers
2.524MAPEHyper-Tree-AR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Hyper-Tree-AR2024.05 | 2.524 | 2.47 | 2.395 | 15.783 | 11.406 | |
| LightGBM2024.05 | 3.07 | 3.068 | 2.927 | 17.765 | 13.939 | |
| AutoARIMA-X2024.05 | 3.294 | 3.2 | 3.08 | 19.525 | 14.665 | |
| LightGBM-AR2024.05 | 3.752 | 3.699 | 3.62 | 20.973 | 17.238 | |
| LightGBM-STL2024.05 | 3.796 | 3.822 | 3.923 | 23.471 | 18.678 | |
| Hyper-Tree-ETS2024.05 | 3.899 | 3.965 | 3.75 | 20.469 | 17.858 | |
| Hyper-TreeNet-AR2024.05 | 4.119 | 4.144 | 3.972 | 21.289 | 18.915 | |
| AutoARIMA2024.05 | 4.18 | 4.031 | 3.889 | 23.919 | 18.516 | |
| AutoETS2024.05 | 4.499 | 4.589 | 4.677 | 25.28 | 22.27 | |
| AR2024.05 | 8.63 | 9.206 | 9.302 | 54.891 | 44.292 | |
| AR-X2024.05 | 8.706 | 9.292 | 9.354 | 54.995 | 44.542 |