Logistic Regression Classification on Credit Default MAR 60% Missing
4.4Inference Time (s)Baseline
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BaselineImputation Model=MICE2025.03 | 4.4 | 81.08 | 100 | |
| AMRImputation Model=KNN2025.03 | 5.11 | 80.96 | 0.01 | |
| AMRImputation Model=MF2025.03 | 5.18 | 81 | 0.01 | |
| AMRMissingness Mechanism=MAR, Missing Percentage=60%2025.03 | 5.47 | 80.82 | 1 | |
| AMRImputation Model=MICE2025.03 | 5.55 | 81 | 0.01 | |
| ACMissingness Mechanism=MAR, Missing Percentage=60%2025.03 | 13.22 | 80.94 | 23 | |
| ACImputation Model=MF2025.03 | 13.35 | 80.85 | 0.14 | |
| ACImputation Model=KNN2025.03 | 13.55 | 80.89 | 0.14 | |
| ACImputation Model=MICE2025.03 | 17.45 | 80.84 | 0.14 | |
| AMRImputation Model=TCSDI2025.03 | 25 | 81.03 | 0.01 | |
| BaselineImputation Model=KNN2025.03 | 48.6 | 80.89 | 100 | |
| ACImputation Model=TCSDI2025.03 | 89 | 80.9 | 0.14 | |
| BaselineImputation Model=MF2025.03 | 93 | 81.08 | 100 | |
| BaselineImputation Model=TCSDI2025.03 | 20,512 | 81.08 | 100 |