Classification on Online-Ed original missingness
0.9Time (s)Baseline
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BaselineRepair Method=Baseline, Imputation Model=KNN2025.03 | 0.9 | 63.85 | 100 | |
| AMRRepair Method=AMR, Imputation Model=KNN2025.03 | 1.44 | 63.86 | 0.01 | |
| BaselineRepair Method=Baseline, Imputation Model=MICE2025.03 | 1.5 | 63.86 | 100 | |
| AMRRepair Method=AMR, Imputation Model=MF2025.03 | 1.57 | 63.86 | 0.01 | |
| AMRRepair Method=AMR, Imputation Model=MICE2025.03 | 1.59 | 63.86 | 0.01 | |
| ACRepair Method=AC, Imputation Model=KNN2025.03 | 2.08 | 63.86 | 0.73 | |
| ACRepair Method=AC, Imputation Model=MF2025.03 | 2.11 | 63.86 | 0.73 | |
| ACRepair Method=AC, Imputation Model=MICE2025.03 | 2.94 | 63.86 | 0.73 | |
| AMRRepair Method=AMR, Imputation Model=TCSDI2025.03 | 5.1 | 63.86 | 0.01 | |
| BaselineRepair Method=Baseline, Imputation Model=MF2025.03 | 16.4 | 63.86 | 100 | |
| ACRepair Method=AC, Imputation Model=TCSDI2025.03 | 20 | 63.86 | 0.73 | |
| BaselineRepair Method=Baseline, Imputation Model=TCSDI2025.03 | 3,621 | 63.86 | 100 |