Classification on Heart Disease (test)
91.3Test AccuracySMM_64 sig.
Evaluation results
| Method | Links | |
|---|---|---|
| SMM_64 sig.hard monotonicity=true2026.06 | 91.3 | |
| LMNhard monotonicity=true2026.06 | 89.6 | |
| MKANhard monotonicity=true, per-edge functional interpretability=true2026.06 | 89.6 | |
| CMNNhard monotonicity=true2026.06 | 89 | |
| MonoKANper-edge functional interpretability=true2026.06 | 89 | |
| SMM_64hard monotonicity=true2026.06 | 88.5 | |
| COMET2026.06 | 86 |