TABLE V.
The comparison of AAE (Early), AAE (Late), AND DMM-AAE on handling missing modality by separately calculating their prediction absolute error (days, Mean±Standard Deviation) on complete and incomplete parts of the original data
| Method | Mean | Standard Deviation | Median | |||
|---|---|---|---|---|---|---|
| Complete | Incomplete | Complete | Incomplete | Complete | Incomplete | |
| AAE (Early) | 41.1±1.1 | 46.2±1.7 | 36.5±2.7 | 48.2±3.6 | 26.7±0.7 | 31.3±2.3 |
| AAE (Late) | 43.9±0.9 | 47.9±2.1 | 35.6±2.3 | 46.4±3.1 | 35.6±1.5 | 36.7±2.9 |
| DMM-AAE | 39.2±0.5 | 36.3±0.7 | 36.3±1.8 | 40.3±2.8 | 26.8±0.3 | 25.3±1.9 |