Forecasting on CTIS 1-Week-Ahead
0.0729MAE (B)Flat Baseline
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Flat Baseline2025.11 | 0.0729 | 0.1148 | 0.0501 | 0.1108 | 0.0872 | |
| ARIMA2025.11 | 0.0741 | 0.1059 | 0.0504 | 0.1046 | 0.0837 | |
| Transformer2025.11 | 0.078 | 0.1108 | 0.0629 | 0.1069 | 0.0896 | |
| SageGraph Strategy=DTW+S2025.11 | 0.0785 | 0.1064 | 0.0622 | 0.1013 | 0.0871 | |
| SageGraph Strategy=Lagged Correlation2025.11 | 0.0792 | 0.1067 | 0.0609 | 0.1011 | 0.087 | |
| SageGraph Strategy=Random2025.11 | 0.0816 | 0.1064 | 0.062 | 0.1021 | 0.088 | |
| SageGraph Strategy=Fully Connected2025.11 | 0.0837 | 0.1055 | 0.0646 | 0.1013 | 0.0888 |