Prediction Region Estimation on Synthetic data 100 seeds (test)
99.017CoverageMahalanobis
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Mahalanobisalpha=0.01, model=Linear2026.04 | 99.017 | 6.072 | 96.284 | |
| Densityalpha=0.01, model=Linear2026.04 | 99.014 | 5.5589 | 96.936 | |
| Densityalpha=0.01, model=MLP2026.04 | 99.01 | 1.6552 | 98.701 | |
| Bonferronialpha=0.01, model=Linear2026.04 | 99.008 | 6.7168 | 97.186 | |
| MKSalpha=0.01, model=Linear2026.04 | 99.002 | 4.413 | 97.954 | |
| Mahalanobisalpha=0.01, model=MLP2026.04 | 98.999 | 1.4763 | 98.673 | |
| MKSalpha=0.01, model=MLP2026.04 | 98.999 | 1.0203 | 98.679 | |
| Bonferronialpha=0.01, model=MLP2026.04 | 98.998 | 1.1962 | 98.672 | |
| Densityalpha=0.02, model=MLP2026.04 | 98.018 | 1.3811 | 97.573 | |
| Densityalpha=0.02, model=Linear2026.04 | 98.014 | 4.9606 | 93.53 | |
| Bonferronialpha=0.02, model=MLP2026.04 | 98.013 | 0.9565 | 97.543 | |
| Mahalanobisalpha=0.02, model=MLP2026.04 | 98.009 | 1.1066 | 97.541 | |
| MKSalpha=0.02, model=MLP2026.04 | 98.002 | 0.8269 | 97.49 | |
| Bonferronialpha=0.02, model=Linear2026.04 | 97.996 | 5.9782 | 94.382 | |
| Mahalanobisalpha=0.02, model=Linear2026.04 | 97.994 | 4.8819 | 92.729 | |
| MKSalpha=0.02, model=Linear2026.04 | 97.974 | 3.8036 | 95.963 | |
| Densityalpha=0.05, model=MLP2026.04 | 95.046 | 1.0156 | 94.337 | |
| Mahalanobisalpha=0.05, model=MLP2026.04 | 95.036 | 0.7188 | 94.241 | |
| Bonferronialpha=0.05, model=MLP2026.04 | 95.03 | 0.6904 | 94.211 | |
| Densityalpha=0.05, model=Linear2026.04 | 95.022 | 4.0932 | 83.089 | |
| MKSalpha=0.05, model=MLP2026.04 | 95.011 | 0.608 | 94.026 | |
| Mahalanobisalpha=0.05, model=Linear2026.04 | 95.007 | 3.5472 | 85.084 | |
| Bonferronialpha=0.05, model=Linear2026.04 | 94.997 | 4.9765 | 85.863 | |
| MKSalpha=0.05, model=Linear2026.04 | 94.995 | 3.0547 | 90.564 | |
| MKSalpha=0.1, model=MLP2026.04 | 90.052 | 0.4589 | 88.533 | |
| Mahalanobisalpha=0.1, model=MLP2026.04 | 90.034 | 0.5032 | 88.902 | |
| Bonferronialpha=0.1, model=Linear2026.04 | 90.016 | 4.1375 | 71.391 | |
| Bonferronialpha=0.1, model=MLP2026.04 | 90.007 | 0.5111 | 88.635 | |
| Densityalpha=0.1, model=Linear2026.04 | 90.005 | 3.3453 | 66.097 | |
| Mahalanobisalpha=0.1, model=Linear2026.04 | 90.001 | 2.8231 | 77.994 | |
| Densityalpha=0.1, model=MLP2026.04 | 89.977 | 0.7418 | 88.919 | |
| MKSalpha=0.1, model=Linear2026.04 | 89.886 | 2.4849 | 82.092 |