Linear Regression on Gas (60% MNAR)
0.171Time (s)AC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ACImputation Model=KNN2025.03 | 0.171 | 0.232 | 7.76 | |
| almost minimal repairImputation Model=KNN2025.03 | 0.38 | 0.228 | 3.17 | |
| minimal repairImputation Model=KNN2025.03 | 0.604 | 0.112 | 42.8 | |
| BaselineImputation Model=KNN2025.03 | 0.791 | 0.188 | 100 | |
| almost minimal repairImputation Model=MF2025.03 | 12.1 | 0.241 | 3.17 | |
| ACImputation Model=MICE2025.03 | 12.75 | 0.209 | 7.76 | |
| almost minimal repairImputation Model=MICE2025.03 | 16.4 | 0.212 | 3.17 | |
| ACImputation Model=MF2025.03 | 28.89 | 0.238 | 7.76 | |
| minimal repairImputation Model=MICE2025.03 | 34.74 | 0.1048 | 42.8 | |
| BaselineImputation Model=MICE2025.03 | 45.89 | 0.1186 | 100 | |
| almost minimal repairImputation Model=TCSDI2025.03 | 104.5 | 0.221 | 3.17 | |
| minimal repairImputation Model=MF2025.03 | 208.13 | 0.197 | 42.8 | |
| ACImputation Model=TCSDI2025.03 | 254 | 0.226 | 7.76 | |
| BaselineImputation Model=MF2025.03 | 449.58 | 0.183 | 100 | |
| minimal repairImputation Model=TCSDI2025.03 | 3,656 | 0.102 | 42.8 | |
| BaselineImputation Model=TCSDI2025.03 | 3,703 | 0.105 | 100 |