Conformal Prediction on AutoMPG (test)
92.6Marginal CoverageDCP
Evaluation results
| Method | Links | |
|---|---|---|
| DCPNominal level (1-alpha)=0.90, Data split=45% training, 35% calibration, 20% testing, Number of random partitions=102026.05 | 92.6 | |
| ResidualNominal level (1-alpha)=0.90, Data split=45% training, 35% calibration, 20% testing, Number of random partitions=102026.05 | 91.5 | |
| CPINominal level (1-alpha)=0.90, Data split=45% training, 35% calibration, 20% testing, Number of random partitions=102026.05 | 90.4 | |
| CQRNominal level (1-alpha)=0.90, Data split=45% training, 35% calibration, 20% testing, Number of random partitions=102026.05 | 89.4 | |
| RescaledNominal level (1-alpha)=0.90, Data split=45% training, 35% calibration, 20% testing, Number of random partitions=102026.05 | 88.8 |