Convergence Detection on Average BIRD and Customer Datasets (5 Folds)
8.18RMSE (clean)Logistic
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LogisticFeatures=runs+cons.+var., Shuf.=yes2026.07 | 8.18 | 8.21 | 8.3 | |
| XGBoostFeatures=runs+cons.+var., Shuf.=yes2026.07 | 9.13 | 10.18 | 9.44 | |
| XGBoostFeatures=runs+cons.+var., Shuf.=no2026.07 | 9.32 | 11.7 | 10 | |
| LogisticFeatures=runs+cons.+var., Shuf.=no2026.07 | 9.43 | 8.98 | 8.59 | |
| TCNFeatures=raw signal, Shuf.=yes2026.07 | 12.07 | 10.69 | 9.86 | |
| LogisticFeatures=runs only, Shuf.=yes2026.07 | 12.25 | 11.49 | 9.7 | |
| ASCFeatures=Beta posterior2026.07 | 12.82 | 14.56 | 18.33 | |
| LogisticFeatures=runs only, Shuf.=no2026.07 | 14.22 | 13.14 | 10.02 | |
| TCNFeatures=raw signal, Shuf.=no2026.07 | 14.22 | 16.28 | 15.41 |