Model Performance
0 trained models across 0 resolutions
Comparison vs Old EDFS
Previous project used a single SARIMAX model with data leakage
| Metric | Old SARIMAX | New 5-Min | New Hourly | New Daily | Improvement |
|---|---|---|---|---|---|
| MAPE | 24.77% | 0.18% | 0.52% | 2.65% | 137x better |
| R2 | -0.04 | 0.9997 | 0.9987 | 0.8997 | Negative to 99.97% |
| RMSE | 1,373 MW | 8.6 MW | 25.3 MW | 96.6 MW | 159x smaller |
| Model Size | ~400 MB | 8.1 MB | 24.5 MB | 3.0 MB | 49x smaller |
| Features | 4 | 90 | 93 | 99 | +86-95 features |
| Validation | None (leak) | 10-fold CV | 12-fold CV | 12-fold CV | Proper methodology |