Selective Classification Routing on 35 datasets (test)
6Violation Rate ExceedanceGate Conformal
Evaluation results
| Method | Links | |
|---|---|---|
| Gate Conformalalpha=0.302026.03 | 6 | |
| Gate Conformalalpha=0.102026.03 | 7 | |
| Gate Conformalalpha=0.202026.03 | 8 | |
| Gate Conformalalpha=0.502026.03 | 8 | |
| Regression Conformalalpha=0.102026.03 | 31 | |
| Regression Conformalalpha=0.202026.03 | 57 | |
| Naivealpha=0.502026.03 | 62 | |
| Regression Conformalalpha=0.502026.03 | 64 | |
| Regression Conformalalpha=0.302026.03 | 80 | |
| Naivealpha=0.302026.03 | 106 | |
| Naivealpha=0.202026.03 | 128 | |
| Naivealpha=0.102026.03 | 151 |