Classification on Synthetic Dataset 60% MNAR (test)
77.1AUCAV-LR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AV-LRTraining Time (s)=62.915 ± 6.292, Testing Time (s)=0.156 ± 0.0162026.03 | 77.1 | 72.4 | |
| DLGLMTraining Time (s)=80.556 ± 8.056, Testing Time (s)=6.078 ± 0.6082026.03 | 76.8 | 71.6 | |
| NotMIWAETraining Time (s)=44.607 ± 4.461, Testing Time (s)=1.232 ± 0.1232026.03 | 73.8 | 68.2 | |
| missForestTraining Time (s)=30.708 ± 5.000, Testing Time (s)=14.315 ± 2.5002026.03 | 72.5 | 66.6 | |
| MICETraining Time (s)=0.118 ± 0.020, Testing Time (s)=0.079 ± 0.0102026.03 | 65.9 | 52 | |
| MeanTraining Time (s)=0.012 ± 0.002, Testing Time (s)=0.000 ± 0.0002026.03 | 63.4 | 50.8 | |
| SAEMTraining Time (s)=4211.332 ± 181.877, Testing Time (s)=36.433 ± 6.5112026.03 | 62.5 | 60 |