Conformal Prediction on Synthetic data
98.67CoverageGeoBCP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GeoBCPalpha=0.1, ell=2.0, beta=0.92026.04 | 98.67 | 2.2224 | 62 | 0.1073 | |
| AdaGeoBCPalpha=0.1, ell=2.0, beta=0.92026.04 | 98.27 | 1.873 | 10 | 0.1081 | |
| GeoCPalpha=0.1, ell=2.02026.04 | 96.47 | 1.9792 | — | — | |
| AdaGeoCPalpha=0.1, ell=2.02026.04 | 95.87 | 1.6642 | — | — | |
| BQ-CPalpha=0.1, ell=2.0, beta=0.92026.04 | 91.87 | 3.4864 | 1,500 | 0.095 | |
| Standard CPalpha=0.1, ell=2.02026.04 | 90.47 | 3.1849 | — | — |