Credit Default Prediction on Credit Default MNAR 60% (test)
81.04Accuracy (%)AMR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AMRImputation=KNN2025.03 | 81.04 | 14.53 | 0.08 | |
| Almost Minimal RepairClassifier=SVM, Repair Mechanism=AMR2025.03 | 81.04 | 5.31 | 0.08 | |
| BaselineImputation=MICE2025.03 | 81.02 | — | 100 | |
| ActiveCleanClassifier=SVM, Repair Mechanism=AC2025.03 | 80.96 | 4.78 | 0.26 | |
| Minimal RepairClassifier=SVM, Repair Mechanism=MR2025.03 | 80.73 | 5.91 | 44.91 | |
| ACImputation=KNN2025.03 | 80.56 | 4.45 | 0.213 |