Classification on B17 heavy noise (test)
82.1AccuracySoft Learning
Evaluation results
| Method | Links | |
|---|---|---|
| Soft LearningSample size=4000, Validation protocol=5-fold cross-validation2026.05 | 82.1 | |
| Tuned MLPSample size=4000, Validation protocol=5-fold cross-validation2026.05 | 82 | |
| RFSample size=4000, Validation protocol=5-fold cross-validation2026.05 | 80.9 | |
| CatBoostSample size=4000, Validation protocol=5-fold cross-validation2026.05 | 80.4 | |
| GBTSample size=4000, Validation protocol=5-fold cross-validation2026.05 | 79.2 | |
| KANSample size=4000, Validation protocol=5-fold cross-validation2026.05 | 77.8 |