Linear Regression on Superconductivity (60% MNAR)
0.0091Time (s)minimal repair
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| minimal repairImputation Model=TCSDI2025.03 | 0.0091 | 28,009 | 40 | |
| minimal repairImputation Model=MF2025.03 | 0.0091 | 952.42 | 40 | |
| ACImputation Model=KNN2025.03 | 4.03 | 0.0132 | 0.312 | |
| ACImputation Model=MICE2025.03 | 5.61 | 0.0138 | 0.312 | |
| almost minimal repairImputation Model=KNN2025.03 | 8.9 | 0.0134 | 0.14 | |
| almost minimal repairImputation Model=MICE2025.03 | 14.2 | 0.0135 | 0.14 | |
| minimal repairImputation Model=MICE2025.03 | 31.33 | 31.33 | 40 | |
| BaselineImputation Model=MICE2025.03 | 32.79 | 0.009 | 100 | |
| minimal repairImputation Model=KNN2025.03 | 36.69 | 36.69 | 40 | |
| almost minimal repairImputation Model=MF2025.03 | 43.7 | 0.0133 | 0.14 | |
| BaselineImputation Model=KNN2025.03 | 47.47 | 0.009 | 100 | |
| almost minimal repairImputation Model=TCSDI2025.03 | 61.2 | 0.0142 | 0.14 | |
| ACImputation Model=MF2025.03 | 94.77 | 0.0131 | 0.312 | |
| ACImputation Model=TCSDI2025.03 | 133.3 | 0.0145 | 0.312 | |
| BaselineImputation Model=MF2025.03 | 1,062.2 | 0.0092 | 100 | |
| BaselineImputation Model=TCSDI2025.03 | 28,345 | 0.0091 | 100 |