Logistic Regression Classification on Tuadromd MAR 40% Missing
0.73Inference Time (s)AC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ACMissingness Mechanism=MAR, Missing Percentage=40%2025.03 | 0.73 | 98.65 | 2.19 | |
| ACImputation Model=KNN2025.03 | 0.99 | 98.65 | 2.74 | |
| BaselineImputation Model=KNN2025.03 | 4.55 | 98.43 | 100 | |
| AMRMissingness Mechanism=MAR, Missing Percentage=40%2025.03 | 8.68 | 98.39 | 1.1 | |
| AMRImputation Model=KNN2025.03 | 16.85 | 98.32 | 1.85 | |
| AMRImputation Model=MICE2025.03 | 18.85 | 98.44 | 1.85 | |
| AMRImputation Model=MF2025.03 | 51.12 | 98.62 | 1.85 | |
| BaselineImputation Model=MF2025.03 | 55.8 | 98.65 | 100 | |
| ACImputation Model=MICE2025.03 | 71.25 | 98.65 | 2.74 | |
| ACImputation Model=MF2025.03 | 93.45 | 98.58 | 2.74 | |
| AMRImputation Model=TCSDI2025.03 | 102 | 98.63 | 1.85 | |
| BaselineImputation Model=MICE2025.03 | 113.5 | 98.43 | 100 | |
| ACImputation Model=TCSDI2025.03 | 129 | 98.61 | 2.74 | |
| BaselineImputation Model=TCSDI2025.03 | 3,815 | 98.62 | 100 |