Credit Default Prediction on Credit Default MNAR 40% (test)
2.2Inference Time (s)Minimal Repair
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Minimal RepairClassifier=SVM, Repair Mechanism=MR2025.03 | 2.2 | 80.83 | 45 | |
| Almost Minimal RepairClassifier=SVM, Repair Mechanism=AMR2025.03 | 3.27 | 81.05 | 0.02 | |
| ActiveCleanClassifier=SVM, Repair Mechanism=AC2025.03 | 9.32 | 80.98 | 0.29 | |
| AMRImputation=MICE2025.03 | 9.6 | 81.05 | 1 | |
| ACImputation=MICE2025.03 | 10.725 | 80.92 | 32.7 |