Regression on C06_materials (test)
0.998R2Soft Learning
Evaluation results
| Method | Links | |
|---|---|---|
| Soft LearningSample size=400, Validation protocol=5-fold cross-validation2026.05 | 0.998 | |
| KANSample size=400, Validation protocol=5-fold cross-validation2026.05 | 0.955 | |
| CatBoostSample size=400, Validation protocol=5-fold cross-validation2026.05 | 0.886 | |
| GBTSample size=400, Validation protocol=5-fold cross-validation2026.05 | 0.886 | |
| Tuned MLPSample size=400, Validation protocol=5-fold cross-validation2026.05 | 0.809 | |
| RFSample size=400, Validation protocol=5-fold cross-validation2026.05 | 0.74 |