Regression on Abalone (RMSE)
2.003RMSEDNN
Evaluation Results
| Method | Links | |
|---|---|---|
| DNN2026.05 | 2.003 | |
| ANOVA TPNNModel interpretability=Interpretable model2025.10 | 2.051 | |
| Bayesian TPNNModel interpretability=Interpretable model2025.10 | 2.053 | |
| NAMModel interpretability=Interpretable model2025.10 | 2.062 | |
| NAM2025.09 | 2.062 | |
| mBNNModel interpretability=Blackbox model2025.10 | 2.081 | |
| DNN + HTAFActivation=HTAF2026.05 | 2.106 | |
| ANOVA-BART2025.09 | 2.112 | |
| MARS2025.09 | 2.137 | |
| SSANOVA2025.09 | 2.137 | |
| XGBModel interpretability=Blackbox model2025.10 | 2.157 | |
| RMB-CLEbase_booster=LGBM2026.02 | 2.169 | |
| BARTModel interpretability=Blackbox model2025.10 | 2.197 | |
| BART2025.09 | 2.197 | |
| LinearModel interpretability=Interpretable model2025.10 | 2.244 | |
| R-MTGB2026.02 | 2.266 | |
| MTGB2026.02 | 2.289 | |
| STbase_booster=LGBM2026.02 | 2.345 | |
| STbase_booster=GB2026.02 | 2.346 | |
| TaFbase_booster=GB2026.02 | 2.383 | |
| TaFbase_booster=LGBM2026.02 | 2.388 | |
| DPbase_booster=GB2026.02 | 2.397 | |
| DPbase_booster=LGBM2026.02 | 2.403 | |
| DNN + SSActivation=SS2026.05 | 2.403 | |
| RMB-CLEbase_booster=MTGB2026.02 | 2.465 | |
| DHN + STETraining=STE2026.05 | 2.62 |