Linear Regression on Superconductivity 40% MNAR
9.86Time (s)AC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ACImputation Model=KNN2025.03 | 9.86 | 0.0106 | 0.003 | |
| BaselineImputation Model=MF2025.03 | 10.97 | 0.0094 | 1 | |
| almost minimal repairImputation Model=KNN2025.03 | 12.4 | 0.0104 | 0.0021 | |
| ACImputation Model=MICE2025.03 | 24.45 | 0.0108 | 0.003 | |
| almost minimal repairImputation Model=MICE2025.03 | 27.6 | 0.0109 | 0.0021 | |
| minimal repairImputation Model=KNN2025.03 | 27.69 | 0.009 | 0.4 | |
| minimal repairImputation Model=MICE2025.03 | 31.18 | 0.009 | 0.4 | |
| BaselineImputation Model=MICE2025.03 | 31.36 | 0.0091 | 1 | |
| BaselineImputation Model=KNN2025.03 | 36.65 | 0.009 | 1 | |
| almost minimal repairImputation Model=TCSDI2025.03 | 94.8 | 0.0106 | 0.0021 | |
| ACImputation Model=TCSDI2025.03 | 135.7 | 0.0108 | 0.003 | |
| almost minimal repairImputation Model=MF2025.03 | 151.3 | 0.0108 | 0.0021 | |
| ACImputation Model=MF2025.03 | 217.66 | 0.0107 | 0.003 | |
| minimal repairImputation Model=MF2025.03 | 975 | 0.0089 | 0.4 | |
| minimal repairImputation Model=TCSDI2025.03 | 21,909 | 0.0091 | 0.4 | |
| BaselineImputation Model=TCSDI2025.03 | 22,285 | 0.0091 | 1 |