Binary Classification on insurance-co IO (test)
0.822AUROCTransTab
Evaluation Results
| Method | Links | |
|---|---|---|
| TransTablearning_setting=supervised learning2022.05 | 0.822 | |
| TransTab2024.01 | 0.822 | |
| MambaTab-Thyperparameters=tuned2024.01 | 0.812 | |
| SNNlearning_setting=supervised learning2022.05 | 0.794 | |
| TabTranslearning_setting=supervised learning2022.05 | 0.794 | |
| SNN2024.01 | 0.794 | |
| TabTrans2024.01 | 0.794 | |
| FT-Translearning_setting=supervised learning2022.05 | 0.793 | |
| FT-Trans2024.01 | 0.793 | |
| VIMElearning_setting=supervised learning2022.05 | 0.786 | |
| VIME2024.01 | 0.786 | |
| MambaTab-Dhyperparameters=default2024.01 | 0.785 | |
| MLPlearning_setting=supervised learning2022.05 | 0.779 | |
| MLP2024.01 | 0.779 | |
| LRlearning_setting=supervised learning2022.05 | 0.769 | |
| LR2024.01 | 0.769 | |
| DCNlearning_setting=supervised learning2022.05 | 0.768 | |
| DCN2024.01 | 0.768 | |
| AutoIntlearning_setting=supervised learning2022.05 | 0.762 | |
| AutoInt2024.01 | 0.762 | |
| XGBoostlearning_setting=supervised learning2022.05 | 0.758 | |
| SCARFlearning_setting=supervised learning2022.05 | 0.758 | |
| XGBoost2024.01 | 0.758 | |
| SCARF2024.01 | 0.758 | |
| TabNetlearning_setting=supervised learning2022.05 | 0.742 | |
| TabNet2024.01 | 0.742 | |
| UniTabE-Straining_mode=from scratch2024.01 | 0.74 |