Conformal Prediction on LEVXSensors
98.1CoverageLAC
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| LACalpha=0.02, Base Model=LightGBM2026.06 | 98.1 | 3.464 | 0.252 | — | — | — | — | — | |
| min-CPSalpha=0.02, Base Model=LightGBM2026.06 | 98.1 | 3.482 | 0 | 2.482 | 1.52 | 2.96 | 0.029 | 5.356 | |
| APSalpha=0.02, Base Model=LightGBM2026.06 | 98 | 3.552 | 0.296 | — | — | — | — | — | |
| OCDFalpha=0.02, Base Model=LightGBM2026.06 | 98 | 3.411 | 0 | 2.411 | 1.8 | 3 | 0.036 | 6.039 | |
| RPSalpha=0.02, Base Model=LightGBM2026.06 | 98 | 3.734 | 0 | 2.734 | 1 | 1 | 0.02 | 4.739 | |
| min-CPSalpha=0.05, Base Model=LightGBM2026.06 | 95.2 | 3.208 | 0 | 2.208 | 1.585 | 3 | 0.076 | 5.265 | |
| LACalpha=0.05, Base Model=LightGBM2026.06 | 94.9 | 3.001 | 0.426 | — | — | — | — | — | |
| APSalpha=0.05, Base Model=LightGBM2026.06 | 94.8 | 3.107 | 0.501 | — | — | — | — | — | |
| OCDFalpha=0.05, Base Model=LightGBM2026.06 | 94.8 | 3.149 | 0 | 2.149 | 1.97 | 3 | 0.102 | 6.242 | |
| RPSalpha=0.05, Base Model=LightGBM2026.06 | 94.8 | 3.552 | 0 | 2.552 | 1.008 | 1.32 | 0.052 | 4.643 | |
| APSalpha=0.1, Base Model=LightGBM2026.06 | 90 | 2.59 | 0.638 | — | — | — | — | — | |
| RPSalpha=0.1, Base Model=LightGBM2026.06 | 90 | 3.114 | 0 | 2.114 | 1.224 | 2 | 0.123 | 4.579 | |
| min-CPSalpha=0.1, Base Model=LightGBM2026.06 | 89.9 | 2.839 | 0 | 1.839 | 1.738 | 3 | 0.175 | 5.343 | |
| LACalpha=0.1, Base Model=LightGBM2026.06 | 89.8 | 2.498 | 0.562 | — | — | — | — | — | |
| OCDFalpha=0.1, Base Model=LightGBM2026.06 | 89.7 | 2.805 | 0 | 1.805 | 2.002 | 3 | 0.205 | 5.907 |