Regression on MPG
2.386RMSEBayesian TPNN
Evaluation Results
| Method | Links | |
|---|---|---|
| Bayesian TPNNModel interpretability=Interpretable model2025.10 | 2.386 | |
| ANOVA-BART2025.09 | 2.486 | |
| XGBModel interpretability=Blackbox model2025.10 | 2.531 | |
| ANOVA TPNNModel interpretability=Interpretable model2025.10 | 2.623 | |
| BARTModel interpretability=Blackbox model2025.10 | 2.699 | |
| BART2025.09 | 2.699 | |
| NAMModel interpretability=Interpretable model2025.10 | 2.755 | |
| NAM2025.09 | 2.755 | |
| mBNNModel interpretability=Blackbox model2025.10 | 2.897 | |
| MARS2025.09 | 3.019 | |
| SSANOVA2025.09 | 3.091 | |
| LinearModel interpretability=Interpretable model2025.10 | 3.748 |