Conformal Prediction on bio (test)
90Marginal CoverageCHR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CHRBase Model=Neural Network2026.01 | 90 | 88 | 13.1 | 505.99 | |
| CQRBase Model=Neural Network2026.01 | 90 | 88 | 14.5 | 0.03 | |
| DCPBase Model=Neural Network2026.01 | 90 | 88 | 14.6 | 2.81 | |
| DCP-CQRBase Model=Neural Network2026.01 | 90 | 87 | 14.7 | 0.03 | |
| DistSplitBase Model=Neural Network2026.01 | 90 | 88 | 14.7 | 2.83 | |
| CIRBase Model=Neural Network2026.01 | 90 | 88 | 12.7 | 0.48 | |
| CHRBase Model=Random Forest2026.01 | 90 | 90 | 10.7 | 478.47 | |
| CQRBase Model=Random Forest2026.01 | 90 | 89 | 12.6 | 0.18 | |
| DCPBase Model=Random Forest2026.01 | 90 | 90 | 11.9 | 2.69 | |
| DCP-CQRBase Model=Random Forest2026.01 | 90 | 90 | 12.1 | 0.18 | |
| DistSplitBase Model=Random Forest2026.01 | 90 | 90 | 12 | 2.7 | |
| CIRBase Model=Random Forest2026.01 | 90 | 89 | 10.3 | 0.7 | |
| CONTRA2026.05 | 90 | — | 13.23 | — | |
| ResCONTRA2026.05 | 90 | — | 12.64 | — | |
| PCP2026.05 | 90 | — | 12.54 | — | |
| CQRbon2026.05 | 90 | — | 12.55 | — | |
| CIR+Base Model=Neural Network2026.01 | 89 | 87 | 12.6 | 0.65 | |
| CIR+Base Model=Random Forest2026.01 | 89 | 89 | 10.3 | 0.85 | |
| Dist-splitbon2026.05 | 89 | — | 13.49 | — |