Regression on Diamonds (Prediction Interval Quality)
90.05Coverage (alpha=0.10)SPACR
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SPACR2026.06 | 90.05 | 0.34 | 95.02 | 0.42 | 99 | 0.6 | — | |
| SICP2026.06 | 89.99 | 0.38 | 95.06 | 0.47 | 99.05 | 0.69 | — | |
| CQR2026.06 | 89.94 | 0.38 | 94.91 | 0.47 | 98.98 | 0.83 | — | |
| NICP2026.06 | 89.89 | 0.37 | 94.91 | 0.45 | 99.03 | 0.67 | — | |
| DOICR2026.06 | 89.86 | 0.4 | 94.91 | 0.46 | 98.94 | 0.61 | — | |
| J+aBBase Model=XGBoost2025.05 | — | — | — | — | — | — | 90.1 | |
| PCS2025.05 | — | — | — | — | — | — | 90.2 | |
| Split ConformalBase Model=XGBoost2025.05 | — | — | — | — | — | — | 90 | |
| Studentized ConformalBase Model=Bagged Ensemble2025.05 | — | — | — | — | — | — | 89.8 |