Linear Regression on Concrete 40% MNAR
0.0217Time (s)minimal repair
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| minimal repairImputation Model=KNN2025.03 | 0.0217 | 0.0152 | 50 | |
| Minimal RepairImputation Method=KNN2025.03 | 0.0217 | 0.0152 | 50 | |
| BaselineImputation Model=KNN2025.03 | 0.0251 | 0.0149 | 100 | |
| BaselineImputation Method=KNN2025.03 | 0.0251 | 0.0149 | 100 | |
| almost minimal repairImputation Model=KNN2025.03 | 0.034 | 0.0154 | 2.18 | |
| minimal repairImputation Model=MICE2025.03 | 0.0344 | 0.0152 | 50 | |
| Minimal RepairImputation Method=MICE2025.03 | 0.0344 | 0.0152 | 50 | |
| BaselineImputation Model=MICE2025.03 | 0.0379 | 0.0153 | 100 | |
| BaselineImputation Method=MICE2025.03 | 0.0379 | 0.0153 | 100 | |
| Almost Minimal RepairImputation Method=KNN2025.03 | 0.038 | 0.0158 | 2.15 | |
| ACImputation Model=KNN2025.03 | 0.0493 | 0.0152 | 6.33 | |
| almost minimal repairImputation Model=MICE2025.03 | 0.051 | 0.0151 | 2.18 | |
| ACImputation Method=KNN2025.03 | 0.064 | 0.016 | 6.465 | |
| ACImputation Model=MICE2025.03 | 0.0645 | 0.0155 | 6.33 | |
| ACImputation Method=MICE2025.03 | 0.079 | 0.016 | 6.465 | |
| Almost Minimal RepairImputation Method=MICE2025.03 | 0.082 | 0.0162 | 2.15 | |
| Almost Minimal RepairImputation Method=MF2025.03 | 0.185 | 0.0161 | 2.15 | |
| almost minimal repairImputation Model=MF2025.03 | 0.187 | 0.0153 | 2.18 | |
| ACImputation Model=MF2025.03 | 0.551 | 0.0151 | 6.33 | |
| ACImputation Method=MF2025.03 | 0.557 | 0.0159 | 6.465 | |
| minimal repairImputation Model=MF2025.03 | 0.8754 | 0.0151 | 50 | |
| Minimal RepairImputation Method=MF2025.03 | 0.8754 | 0.0151 | 50 | |
| BaselineImputation Model=MF2025.03 | 1.039 | 0.015 | 100 | |
| BaselineImputation Method=MF2025.03 | 1.039 | 0.015 | 100 | |
| almost minimal repairImputation Model=TCSDI2025.03 | 25.2 | 0.0231 | 2.18 | |
| Almost Minimal RepairImputation Method=TCSDI2025.03 | 35.2 | 0.0212 | 2.15 | |
| ACImputation Model=TCSDI2025.03 | 71 | 0.0235 | 6.33 | |
| ACImputation Method=TCSDI2025.03 | 105.7 | 0.0216 | 6.465 | |
| Minimal RepairImputation Method=TCSDI2025.03 | 571 | 0.0178 | 50 | |
| BaselineImputation Method=TCSDI2025.03 | 593 | 0.0182 | 100 | |
| minimal repairImputation Model=TCSDI2025.03 | 791 | 0.0225 | 50 | |
| BaselineImputation Model=TCSDI2025.03 | 806 | 0.0213 | 100 |