Classification on MIMIC-III
82.8AUCNODE
Evaluation Results
| Method | Links | |
|---|---|---|
| NODEInterpretability=No, Complex.=N/A2026.02 | 82.8 | |
| NA2MInterpretability=Yes, Complex.=O(n^2)2026.02 | 82.5 | |
| NAEInterpretability=Yes, Complex.=O(n)2026.02 | 82.5 | |
| NODE-GA2MInterpretability=Yes, Complex.=O(n^2)2026.02 | 82.2 | |
| EB2MInterpretability=Yes, Complex.=O(n^2)2026.02 | 82.1 | |
| XGBoostInterpretability=No, Complex.=N/A2026.02 | 81.9 | |
| NB2MInterpretability=Yes, Complex.=O(n^2)2026.02 | 81.9 | |
| MLPInterpretability=No, Complex.=N/A2026.02 | 81.5 | |
| NODE-GAMInterpretability=Yes, Complex.=O(n)2026.02 | 81.4 | |
| NAMInterpretability=Yes, Complex.=O(n)2026.02 | 81.3 | |
| SplineInterpretability=Yes, Complex.=O(n)2026.02 | 81.2 | |
| EBMInterpretability=Yes, Complex.=O(n)2026.02 | 80.9 | |
| NBMInterpretability=Yes, Complex.=O(n)2026.02 | 80.6 | |
| LinearInterpretability=Yes, Complex.=O(n)2026.02 | 77.2 |