Classification on LoanDefaulter (test)
65.49Test AccuracyMKAN
Evaluation results
| Method | Links | |
|---|---|---|
| MKANhard monotonicity=true, per-edge functional interpretability=true2026.06 | 65.49 | |
| SMM_64 minihard monotonicity=true2026.06 | 65.47 | |
| LMNhard monotonicity=true2026.06 | 65.44 | |
| SMM_64hard monotonicity=true2026.06 | 65.41 | |
| CMNNhard monotonicity=true2026.06 | 65.3 | |
| MonoKANper-edge functional interpretability=true2026.06 | 65.3 | |
| LMN minihard monotonicity=true2026.06 | 65.28 | |
| Certified2026.06 | 65.2 | |
| Crystalhard monotonicity=true2026.06 | 65 | |
| XG2026.06 | 63.7 |