Model Improvement Estimation on Sparse Covariate Shift (test)
56.69Average ImprovementCOV-CLF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| COV-CLFBin=(-0.091, -0.045], Model Type=Linear Model2026.05 | 56.69 | — | |
| SEES-CBin=(-0.091, -0.045], Model Type=Linear Model2026.05 | 56.679 | — | |
| SEES-DBin=(-0.091, -0.045], Model Type=Linear Model2026.05 | 56.664 | — | |
| EPABin=(-0.091, -0.045], Model Type=Linear Model2026.05 | 56.662 | — | |
| KMMBin=(-0.091, -0.045], Model Type=Linear Model2026.05 | 56.645 | — | |
| EPABin=(0, 0.153), Model Type=Linear Model2026.05 | 40.587 | — | |
| KMMBin=(0, 0.153), Model Type=Linear Model2026.05 | 39.592 | — | |
| SEES-CBin=(0, 0.153), Model Type=Linear Model2026.05 | 39.353 | — | |
| COV-CLFBin=(0, 0.153), Model Type=Linear Model2026.05 | 39.175 | — | |
| SEES-DBin=(0, 0.153), Model Type=Linear Model2026.05 | 39.171 | — | |
| SEES-DBin=(-0.045, 0], Model Type=Linear Model2026.05 | 35.914 | — | |
| COV-CLFBin=(-0.045, 0], Model Type=Linear Model2026.05 | 35.908 | — | |
| SEES-CBin=(-0.045, 0], Model Type=Linear Model2026.05 | 34.569 | — | |
| TAR-UNIBin=(-0.091, -0.045], Model Type=Linear Model2026.05 | 33.243 | — | |
| EPABin=(-0.045, 0], Model Type=Linear Model2026.05 | 32.59 | — | |
| KMMBin=(-0.045, 0], Model Type=Linear Model2026.05 | 32.586 | — | |
| EPABin=(0.153, 0.305), Model Type=Linear Model2026.05 | 25.072 | — | |
| KMMBin=(0.153, 0.305), Model Type=Linear Model2026.05 | 23.067 | — | |
| SEES-DBin=(0.153, 0.305), Model Type=Linear Model2026.05 | 21.187 | — | |
| SEES-CBin=(0.153, 0.305), Model Type=Linear Model2026.05 | 21.138 | — | |
| COV-CLFBin=(0.153, 0.305), Model Type=Linear Model2026.05 | 21.124 | — | |
| TAR-UNIBin=(0, 0.153), Model Type=Linear Model2026.05 | 6.061 | — | |
| SRC-UNIBin=(-0.091, -0.045], Model Type=Linear Model2026.05 | 4.38 | — | |
| SRC-UNIBin=(0, 0.153), Model Type=Linear Model2026.05 | 2.241 | — | |
| SRC-UNIBin=(-0.045, 0], Model Type=Linear Model2026.05 | 1.764 | — | |
| TAR-UNIBin=(-0.045, 0], Model Type=Linear Model2026.05 | 1.044 | — | |
| SRC-UNIBin=(0.153, 0.305), Model Type=Linear Model2026.05 | -0.502 | — | |
| TAR-UNIBin=(0.153, 0.305), Model Type=Linear Model2026.05 | -8.091 | — | |
| COV-CLFBin=All-Bins, Model Type=Linear Model2026.05 | — | 71.2 | |
| EPABin=All-Bins, Model Type=Linear Model2026.05 | — | 100 | |
| KMMBin=All-Bins, Model Type=Linear Model2026.05 | — | 97 | |
| SEES-CBin=All-Bins, Model Type=Linear Model2026.05 | — | 80.1 | |
| SEES-DBin=All-Bins, Model Type=Linear Model2026.05 | — | 71.2 | |
| SRC-UNIBin=All-Bins, Model Type=Linear Model2026.05 | — | 92.8 | |
| TAR-UNIBin=All-Bins, Model Type=Linear Model2026.05 | — | 80.5 |