Conformal Prediction on blog (test)
0.91Marginal CoverageCIR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CIRBase Model=Neural Network2026.01 | 0.91 | — | — | 0.9 | 13.1 | 0.36 | |
| CHRBase Model=Neural Network2026.01 | 0.9 | — | — | 0.88 | 11.1 | 229.03 | |
| CQRBase Model=Neural Network2026.01 | 0.9 | — | — | 0.87 | 15.2 | 0.03 | |
| DCPBase Model=Neural Network2026.01 | 0.9 | — | — | 0.88 | 1,422.3 | 2.74 | |
| DCP-CQRBase Model=Neural Network2026.01 | 0.9 | — | — | 0.87 | 14.2 | 0.04 | |
| DistSplitBase Model=Neural Network2026.01 | 0.9 | — | — | 0.87 | 16 | 2.74 | |
| CIR+Base Model=Neural Network2026.01 | 0.9 | — | — | 0.9 | 12.9 | 0.52 | |
| CHRBase Model=Random Forest2026.01 | 0.9 | — | — | 0.88 | 10.6 | 231.77 | |
| CQRBase Model=Random Forest2026.01 | 0.9 | — | — | 0.9 | 20.8 | 0.21 | |
| DCPBase Model=Random Forest2026.01 | 0.9 | — | — | 0.9 | 1,421.3 | 2.76 | |
| DCP-CQRBase Model=Random Forest2026.01 | 0.9 | — | — | 0.9 | 23 | 0.21 | |
| DistSplitBase Model=Random Forest2026.01 | 0.9 | — | — | 0.89 | 17.3 | 2.78 | |
| CIRBase Model=Random Forest2026.01 | 0.9 | — | — | 0.9 | 15.8 | 0.77 | |
| CIR+Base Model=Random Forest2026.01 | 0.89 | — | — | 0.89 | 15.7 | 0.93 | |
| CQRBase Conformal Method=CQR, Miscoverage Rate (alpha)=10%2024.06 | — | 1.445 | — | — | — | — | |
| CQR BoostedBase Conformal Method=CQR, Miscoverage Rate (alpha)=10%, Boosting=True2024.06 | — | 1.434 | -0.71 | — | — | — | |
| LocalBase Conformal Method=Local, Miscoverage Rate (alpha)=10%2024.06 | — | 2.056 | — | — | — | — | |
| Local BoostedBase Conformal Method=Local, Miscoverage Rate (alpha)=10%, Boosting=True2024.06 | — | 0.972 | -52.74 | — | — | — |