Classification on FICO (AUROC)
0.802AUROCANOVA TPNN
Evaluation results
| Method | Links | |
|---|---|---|
| ANOVA TPNNModel interpretability=Interpretable model2025.10 | 0.802 | |
| Bayesian TPNNModel interpretability=Interpretable model2025.10 | 0.793 | |
| XGBModel interpretability=Blackbox model2025.10 | 0.793 | |
| DNN2026.05 | 0.787 | |
| DNN + HTAFActivation=HTAF2026.05 | 0.778 | |
| DNN + SSActivation=SS2026.05 | 0.778 | |
| DHN + STETraining=STE2026.05 | 0.773 | |
| NAMModel interpretability=Interpretable model2025.10 | 0.764 | |
| mBNNModel interpretability=Blackbox model2025.10 | 0.74 | |
| BARTModel interpretability=Blackbox model2025.10 | 0.701 | |
| LinearModel interpretability=Interpretable model2025.10 | 0.69 |