Conformal Prediction on mammoexp
99Coverage (COV)RPS
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| RPSalpha=0.02, Base Model=LightGBM2026.06 | 99 | 2.94 | 0 | 1.94 | 0.5 | 0.5 | 0.01 | 2.976 | |
| min-CPSalpha=0.02, Base Model=LightGBM2026.06 | 99 | 2.893 | 0 | 1.893 | 0.67 | 0.74 | 0.015 | 3.436 | |
| LACalpha=0.02, Base Model=LightGBM2026.06 | 98.8 | 2.92 | 0.05 | — | — | — | — | — | |
| APSalpha=0.02, Base Model=LightGBM2026.06 | 98.7 | 2.914 | 0.049 | — | — | — | — | — | |
| OCDFalpha=0.02, Base Model=LightGBM2026.06 | 98.6 | 2.909 | 0 | 1.909 | 0.584 | 0.6 | 0.014 | 3.331 | |
| OCDFalpha=0.05, Base Model=LightGBM2026.06 | 96.1 | 2.801 | 0 | 1.801 | 1.12 | 1.48 | 0.046 | 3.633 | |
| LACalpha=0.05, Base Model=LightGBM2026.06 | 95.8 | 2.617 | 0.107 | — | — | — | — | — | |
| RPSalpha=0.05, Base Model=LightGBM2026.06 | 95.7 | 2.739 | 0 | 1.739 | 0.962 | 0.98 | 0.044 | 3.483 | |
| min-CPSalpha=0.05, Base Model=LightGBM2026.06 | 95.7 | 2.551 | 0 | 1.551 | 1.278 | 1.74 | 0.059 | 3.903 | |
| APSalpha=0.05, Base Model=LightGBM2026.06 | 94.8 | 2.667 | 0.147 | — | — | — | — | — | |
| min-CPSalpha=0.1, Base Model=LightGBM2026.06 | 91 | 2.389 | 0 | 1.389 | 1.198 | 1.86 | 0.106 | 3.51 | |
| LACalpha=0.1, Base Model=LightGBM2026.06 | 90.5 | 2.276 | 0.149 | — | — | — | — | — | |
| OCDFalpha=0.1, Base Model=LightGBM2026.06 | 90.4 | 2.651 | 0 | 1.651 | 1.062 | 1.56 | 0.103 | 3.714 | |
| RPSalpha=0.1, Base Model=LightGBM2026.06 | 90.1 | 2.323 | 0 | 1.323 | 1.095 | 1.6 | 0.11 | 3.516 | |
| APSalpha=0.1, Base Model=LightGBM2026.06 | 88.3 | 2.308 | 0.194 | — | — | — | — | — |