Conformal Prediction on meps 21 (test)
1.795Average LengthLocal Boosted
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Local BoostedBase Conformal Method=Local, Miscoverage Rate (alpha)=10%, Boosting=True2024.06 | 1.795 | -12.99 | — | — | — | |
| LocalBase Conformal Method=Local, Miscoverage Rate (alpha)=10%2024.06 | 2.063 | — | — | — | — | |
| CQR BoostedBase Conformal Method=CQR, Miscoverage Rate (alpha)=10%, Boosting=True2024.06 | 2.105 | -18.55 | — | — | — | |
| CQRBase Conformal Method=CQR, Miscoverage Rate (alpha)=10%2024.06 | 2.585 | — | — | — | — | |
| CHRBase Model=Random Forest2026.01 | 20 | — | 0.9 | 0.9 | 255.58 | |
| CIR+Base Model=Random Forest2026.01 | 20.1 | — | 0.89 | 0.89 | 0.89 | |
| CHRBase Model=Neural Network2026.01 | 20.4 | — | 0.9 | 0.9 | 266.75 | |
| CIRBase Model=Random Forest2026.01 | 20.4 | — | 0.9 | 0.9 | 0.73 | |
| CIR+Base Model=Neural Network2026.01 | 21.2 | — | 0.9 | 0.9 | 0.56 | |
| CIRBase Model=Neural Network2026.01 | 21.5 | — | 0.91 | 0.9 | 0.4 | |
| CQRBase Model=Neural Network2026.01 | 30.3 | — | 0.9 | 0.89 | 0.03 | |
| DistSplitBase Model=Neural Network2026.01 | 30.4 | — | 0.9 | 0.9 | 2.76 | |
| CQRBase Model=Random Forest2026.01 | 32.1 | — | 0.9 | 0.9 | 0.17 | |
| DistSplitBase Model=Random Forest2026.01 | 32.3 | — | 0.9 | 0.9 | 2.69 | |
| DCP-CQRBase Model=Neural Network2026.01 | 34.3 | — | 0.9 | 0.89 | 0.03 | |
| DCP-CQRBase Model=Random Forest2026.01 | 35.1 | — | 0.9 | 0.9 | 0.17 | |
| DCPBase Model=Random Forest2026.01 | 531 | — | 0.9 | 0.89 | 2.69 | |
| DCPBase Model=Neural Network2026.01 | 531.3 | — | 0.9 | 0.89 | 2.75 |