Time-Series Forecasting on Sunspot (Average Error Reduction (MSE))
38.41Average Error Reduction (MSE)UEC-XGBoost
Evaluation results
| Method | Links | |
|---|---|---|
| UEC-XGBoost2026.05 | 38.41 | |
| UEC-Random Forest2026.05 | 19.86 | |
| UEC-Logistic2026.05 | 4.97 | |
| UEC-Transformer2026.05 | 4.36 | |
| UEC-LSTM2026.05 | 1.28 | |
| UEC-GRU2026.05 | 1.21 | |
| AR (No Correction)2026.05 | 0 | |
| UEC-CNN2026.05 | -2.08 | |
| UEC-MLP2026.05 | -2.87 | |
| UEC-STD2026.05 | -3.62 |