Conformal Prediction on Diabetes (30% test)
81.6CoverageSplit
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SplitTarget coverage (1 - alpha)=0.82021.06 | 81.6 | 1.95 | 0.065 | |
| CBc (hyperprior parameter)=0.02, Target coverage (1 - alpha)=0.82021.06 | 80.9 | 1.87 | 0.668 | |
| CBc (hyperprior parameter)=1, Target coverage (1 - alpha)=0.82021.06 | 80.8 | 1.87 | 0.702 | |
| Fulllambda (lasso penalty)=0.004, Target coverage (1 - alpha)=0.82021.06 | 80.8 | 1.86 | 11.529 | |
| Bayesc (hyperprior parameter)=1, Target coverage (1 - alpha)=0.82021.06 | 80.6 | 1.84 | 0.488 | |
| Bayesc (hyperprior parameter)=0.02, Target coverage (1 - alpha)=0.82021.06 | 56.3 | 1.14 | 0.373 |