Regression on Average of Regression Datasets (Adult, WiDS, Bike Sharing, Cal. Housing) (test)
90.5CoverageMondrian
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MondrianEst.=1002026.05 | 90.5 | 43.963 | 0.017 | 0.127 | |
| MondrianEst.=3002026.05 | 90.5 | 42.631 | 0.016 | 0.105 | |
| TDSEst.=10002026.05 | 90.5 | 41.812 | 0.004 | 0.025 | |
| MondrianEst.=10002026.05 | 90.5 | 41.789 | 0.014 | 0.081 | |
| TDSEst.=1002026.05 | 90.4 | 43.551 | 0.005 | 0.027 | |
| CQREst.=1002026.05 | 90.4 | 68.14 | 0.019 | 0.087 | |
| TDSEst.=3002026.05 | 90.4 | 42.536 | 0.005 | 0.031 | |
| vanillaEst.=1002026.05 | 90.2 | 45.203 | 0.035 | 0.205 | |
| CQREst.=3002026.05 | 90.2 | 72.625 | 0.016 | 0.055 | |
| vanillaEst.=3002026.05 | 90.2 | 43.261 | 0.032 | 0.17 | |
| CQREst.=10002026.05 | 90.2 | 72.625 | 0.016 | 0.059 | |
| vanillaEst.=10002026.05 | 90.1 | 42.384 | 0.028 | 0.136 |