Credit Default Prediction on Credit Default MNAR 20% (test)
81.15Accuracy (%)AMR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AMRImputation=TCSDI2025.03 | 81.15 | 51 | 0.01 | |
| Almost Minimal RepairClassifier=SVM, Repair Mechanism=AMR2025.03 | 81.15 | 1.79 | 0.01 | |
| BaselineImputation=TCSDI2025.03 | 81.02 | — | 100 | |
| MRImputation=KNN2025.03 | 80.91 | 6.13 | 29.71 | |
| Minimal RepairClassifier=SVM, Repair Mechanism=MR2025.03 | 80.85 | 2.09 | 44.87 | |
| ACImputation=KNN2025.03 | 79.9 | 14.19 | 0.486 | |
| ActiveCleanClassifier=SVM, Repair Mechanism=AC2025.03 | 79.4 | 12.09 | 0.53 |