Conformal Interval Prediction on Exponential synthetic n=20,000 (10 splits)
90.19CoverageCHR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CHRalpha=0.12026.03 | 90.19 | 1.1662 | 0.0113 | |
| Oraclealpha=0.12026.03 | 90 | 1.1145 | 0 | |
| RCPalpha=0.12026.03 | 90 | 1.2468 | 0.0111 | |
| Splitalpha=0.12026.03 | 89.89 | 1.5679 | 0.0937 | |
| CQRalpha=0.12026.03 | 89.75 | 1.4222 | 0.0172 | |
| CoCPalpha=0.12026.03 | 89.73 | 1.1351 | 0.0069 | |
| CPLalpha=0.12026.03 | 89.69 | 1.153 | 0.0345 | |
| C-HDRalpha=0.12026.03 | 89.64 | 1.2359 | 0.0074 | |
| Naive CCalpha=0.12026.03 | 89.62 | 1.227 | 0.0092 | |
| CPCPalpha=0.12026.03 | 89.26 | 1.2215 | 0.016 |