Conformal Regression on Old Faithful n=272 (random 50/50 splits)
91.4CoverageCQR-QRF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CQR-QRFSample size for fitting=n/2, Nominal level (1 - epsilon)=0.90, Number of random splits (R)=2002026.03 | 91.4 | 1.333 | |
| Gaussian split conformalSample size for fitting=n/2, Nominal level (1 - epsilon)=0.90, Number of random splits (R)=2002026.03 | 91.2 | 1.683 | |
| CQR (cubic)Sample size for fitting=n/2, Nominal level (1 - epsilon)=0.90, Number of random splits (R)=2002026.03 | 91.2 | 1.49 | |
| CRPS-Optimal BinningSample size for fitting=n, Nominal level (1 - epsilon)=0.90, Number of random splits (R)=2002026.03 | 90.3 | 1.2 | |
| CRPS-Optimal BinningSample size for fitting=n/2, Nominal level (1 - epsilon)=0.90, Number of random splits (R)=2002026.03 | 88.3 | 1.262 |