Time-Series Forecasting on Weather (Average Error Reduction in MSE)
4.36Average Error Reduction (MSE)UEC-LSTM
Evaluation results
| Method | Links | |
|---|---|---|
| UEC-LSTM2026.05 | 4.36 | |
| UEC-CNN2026.05 | 3.51 | |
| UEC-GRU2026.05 | 2.94 | |
| UEC-Random Forest2026.05 | 0.17 | |
| AR (No Correction)2026.05 | 0 | |
| UEC-MLP2026.05 | -1.56 | |
| UEC-Transformer2026.05 | -1.66 | |
| UEC-XGBoost2026.05 | -2.08 | |
| UEC-STD2026.05 | -2.62 | |
| UEC-Logistic2026.05 | -3.47 |