Linear Regression on Concrete 60% MNAR
0.0246Time (s)minimal repair
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| minimal repairImputation Model=KNN2025.03 | 0.0246 | 0.0675 | 50 | |
| BaselineImputation Model=KNN2025.03 | 0.0311 | 0.0678 | 100 | |
| almost minimal repairImputation Model=KNN2025.03 | 0.0315 | 0.081 | 1.14 | |
| ACImputation Model=KNN2025.03 | 0.032 | 0.084 | 6.2 | |
| minimal repairImputation Model=MICE2025.03 | 0.0346 | 0.065 | 50 | |
| BaselineImputation Model=MICE2025.03 | 0.0378 | 0.0606 | 100 | |
| almost minimal repairImputation Model=MICE2025.03 | 0.041 | 0.085 | 1.14 | |
| ACImputation Model=MICE2025.03 | 0.045 | 0.083 | 6.2 | |
| almost minimal repairImputation Model=MF2025.03 | 0.098 | 0.082 | 1.14 | |
| ACImputation Model=MF2025.03 | 0.526 | 0.086 | 6.2 | |
| minimal repairImputation Model=MF2025.03 | 0.895 | 0.0584 | 50 | |
| BaselineImputation Model=MF2025.03 | 1.001 | 0.0655 | 100 | |
| almost minimal repairImputation Model=TCSDI2025.03 | 14.8 | 0.0385 | 1.14 | |
| ACImputation Model=TCSDI2025.03 | 79 | 0.0396 | 6.2 | |
| minimal repairImputation Model=TCSDI2025.03 | 1,039 | 0.027 | 50 | |
| BaselineImputation Model=TCSDI2025.03 | 1,051 | 0.0271 | 100 |