Time-Series Forecasting on Weather (Average Error Reduction in MAPE)
27.41Average Error Reduction in MAPEUEC-Logistic
Evaluation results
| Method | Links | |
|---|---|---|
| UEC-Logistic2026.05 | 27.41 | |
| UEC-XGBoost2026.05 | 25.23 | |
| UEC-Random Forest2026.05 | 18.37 | |
| UEC-MLP2026.05 | 5.59 | |
| AR (No Correction)2026.05 | 0 | |
| UEC-CNN2026.05 | -0.41 | |
| UEC-Transformer2026.05 | -2.19 | |
| UEC-LSTM2026.05 | -3.89 | |
| UEC-GRU2026.05 | -3.94 | |
| UEC-STD2026.05 | -5.72 |