Linear Regression on Gas 20% MNAR
0.259Time (s)AC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ACImputation Model=KNN2025.03 | 0.259 | 0.169 | 8.79 | |
| almost minimal repairImputation Model=KNN2025.03 | 0.31 | 0.165 | 6.12 | |
| minimal repairImputation Model=KNN2025.03 | 0.316 | 0.167 | 64.28 | |
| BaselineImputation Model=KNN2025.03 | 0.381 | 0.154 | 100 | |
| ACImputation Model=MICE2025.03 | 18.25 | 0.161 | 8.79 | |
| almost minimal repairImputation Model=MICE2025.03 | 22.5 | 0.164 | 6.12 | |
| minimal repairImputation Model=MICE2025.03 | 37.98 | 0.11 | 64.28 | |
| BaselineImputation Model=MICE2025.03 | 39.14 | 0.1081 | 100 | |
| almost minimal repairImputation Model=TCSDI2025.03 | 88.4 | 0.23 | 6.12 | |
| almost minimal repairImputation Model=MF2025.03 | 103.7 | 0.172 | 6.12 | |
| ACImputation Model=TCSDI2025.03 | 125.3 | 0.233 | 8.79 | |
| ACImputation Model=MF2025.03 | 150.1 | 0.17 | 8.79 | |
| minimal repairImputation Model=MF2025.03 | 454.23 | 0.107 | 64.28 | |
| BaselineImputation Model=MF2025.03 | 480.07 | 0.107 | 100 | |
| minimal repairImputation Model=TCSDI2025.03 | 922 | 0.106 | 64.28 | |
| BaselineImputation Model=TCSDI2025.03 | 958 | 0.11 | 100 |