Classification on Credit Default MAR (test)
81.17AccuracyMinimal Repair
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Minimal Repair% Missing=20, Model=SVM, Missingness Type=MAR2025.03 | 81.17 | 1.61 | 45 | 81.17 | |
| Almost Minimal Repair% Missing=40, Model=SVM, Missingness Type=MAR2025.03 | 81.12 | 2.09 | 0.01 | 81.17 | |
| ActiveClean% Missing=60, Model=SVM, Missingness Type=MAR2025.03 | 81.09 | 9.86 | 0.3 | 81.17 | |
| Almost Minimal Repair% Missing=60, Model=SVM, Missingness Type=MAR2025.03 | 81.07 | 6.32 | 0.04 | 81.17 | |
| Almost Minimal Repair% Missing=20, Model=SVM, Missingness Type=MAR2025.03 | 81.06 | 1.81 | 0.02 | 81.17 | |
| ActiveClean% Missing=20, Model=SVM, Missingness Type=MAR2025.03 | 81.02 | 11.56 | 0.4 | 81.17 | |
| Minimal Repair% Missing=40, Model=SVM, Missingness Type=MAR2025.03 | 80.95 | 3.98 | 45 | 81.17 | |
| Minimal Repair% Missing=60, Model=SVM, Missingness Type=MAR2025.03 | 80.9 | 3.19 | 44.99 | 81.17 | |
| ActiveClean% Missing=40, Model=SVM, Missingness Type=MAR2025.03 | 78.22 | 11.62 | 0.25 | 81.17 |