Logistic Regression Classification on Credit Default MAR 20% Missing
5.15Inference Time (s)AMR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AMRImputation Model=KNN2025.03 | 5.15 | 80.65 | 0.01 | |
| AMRImputation Model=MF2025.03 | 5.35 | 80.98 | 0.01 | |
| AMRMissingness Mechanism=MAR, Missing Percentage=20%2025.03 | 5.51 | 81.01 | 1 | |
| AMRImputation Model=MICE2025.03 | 5.55 | 80.94 | 0.01 | |
| BaselineImputation Model=MICE2025.03 | 5.6 | 81.01 | 100 | |
| ACImputation Model=MF2025.03 | 14.85 | 80.95 | 0.2 | |
| ACMissingness Mechanism=MAR, Missing Percentage=20%2025.03 | 15.29 | 80.93 | 22 | |
| ACImputation Model=KNN2025.03 | 15.65 | 80.94 | 0.2 | |
| ACImputation Model=MICE2025.03 | 21.85 | 80.96 | 0.2 | |
| BaselineImputation Model=KNN2025.03 | 24.5 | 80.98 | 100 | |
| AMRImputation Model=TCSDI2025.03 | 29 | 81 | 0.01 | |
| BaselineImputation Model=MF2025.03 | 118 | 81.02 | 100 | |
| ACImputation Model=TCSDI2025.03 | 175 | 80.93 | 0.2 | |
| BaselineImputation Model=TCSDI2025.03 | 7,215 | 80.98 | 100 |