Regression on qsar (Metrics: NCIW, AISL, Width)
3.877Interval Score LossCLEAR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CLEARPrediction interval level=95%, Number of seeds=102025.07 | 3.877 | — | — | — | |
| CLEAR-cPrediction interval level=95%, Number of seeds=10, Conformalization=Split validation/calibration2025.07 | 3.903 | — | — | — | |
| ALEATORIC-R-cPrediction interval level=95%, Number of seeds=10, Conformalization=Split validation/calibration2025.07 | 4.094 | — | — | — | |
| UACQR-PPrediction interval level=95%, Number of seeds=102025.07 | 4.101 | — | — | — | |
| UACQR-SPrediction interval level=95%, Number of seeds=102025.07 | 4.324 | — | — | — | |
| PCS-EPISTEMIC-cPrediction interval level=95%, Number of seeds=10, Conformalization=Split validation/calibration2025.07 | 4.36 | — | — | — | |
| CLEARBaseline=UACQR-S, Coverage=95%2025.07 | — | 21.5 | 10.3 | 23.1 | |
| CLEARBaseline=UACQR-P, Coverage=95%2025.07 | — | 15 | 5.5 | 16.1 |