Multi-label Phenotyping on MIMIC-III
0.738Macro AUROCFull Dataset
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Full Datasetipc=Original Size2026.04 | 0.738 | 0.395 | |
| DATMipc=5002026.04 | 0.73 | 0.379 | |
| BTMipc=5002026.04 | 0.729 | 0.389 | |
| BTMipc=2002026.04 | 0.727 | 0.383 | |
| MTTipc=5002026.04 | 0.717 | 0.372 | |
| DATMipc=2002026.04 | 0.715 | 0.371 | |
| FTDipc=5002026.04 | 0.714 | 0.366 | |
| MCTipc=5002026.04 | 0.714 | 0.369 | |
| MCTipc=2002026.04 | 0.713 | 0.361 | |
| BTMipc=1002026.04 | 0.713 | 0.365 | |
| MTTipc=2002026.04 | 0.705 | 0.358 | |
| DATMipc=1002026.04 | 0.7 | 0.352 | |
| FTDipc=2002026.04 | 0.699 | 0.341 | |
| MCTipc=1002026.04 | 0.698 | 0.342 | |
| BTMipc=502026.04 | 0.69 | 0.339 | |
| MTTipc=1002026.04 | 0.689 | 0.336 | |
| Randomipc=5002026.04 | 0.687 | 0.34 | |
| FTDipc=1002026.04 | 0.681 | 0.325 | |
| DATMipc=502026.04 | 0.679 | 0.327 | |
| MCTipc=502026.04 | 0.675 | 0.321 | |
| MTTipc=502026.04 | 0.668 | 0.31 | |
| Randomipc=2002026.04 | 0.661 | 0.312 | |
| FTDipc=502026.04 | 0.659 | 0.299 | |
| Randomipc=1002026.04 | 0.64 | 0.29 | |
| Randomipc=502026.04 | 0.602 | 0.261 |