Linear Regression on Superconductivity 20% MNAR
11.76Time (s)minimal repair
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| minimal repairImputation Model=KNN2025.03 | 11.76 | 0.009 | 30 | |
| ACImputation Model=KNN2025.03 | 14 | 0.0108 | 0.372 | |
| almost minimal repairImputation Model=KNN2025.03 | 16.2 | 0.0108 | 0.28 | |
| BaselineImputation Model=KNN2025.03 | 23.64 | 0.0089 | 100 | |
| ACImputation Model=MICE2025.03 | 29.08 | 0.0108 | 0.372 | |
| minimal repairImputation Model=MICE2025.03 | 30.47 | 0.009 | 30 | |
| almost minimal repairImputation Model=MICE2025.03 | 31.4 | 0.0106 | 0.28 | |
| BaselineImputation Model=MICE2025.03 | 33.02 | 0.009 | 100 | |
| almost minimal repairImputation Model=TCSDI2025.03 | 86.4 | 0.0107 | 0.28 | |
| ACImputation Model=TCSDI2025.03 | 114.6 | 0.0106 | 0.372 | |
| almost minimal repairImputation Model=MF2025.03 | 298.1 | 0.0109 | 0.28 | |
| ACImputation Model=MF2025.03 | 394.01 | 0.0108 | 0.372 | |
| minimal repairImputation Model=MF2025.03 | 966.7 | 0.009 | 30 | |
| BaselineImputation Model=MF2025.03 | 1,154 | 0.0089 | 100 | |
| minimal repairImputation Model=TCSDI2025.03 | 11,709 | 0.0093 | 30 | |
| BaselineImputation Model=TCSDI2025.03 | 11,984 | 0.009 | 100 |