Selective Prediction on Tabular Data Averaged across Wine, Heart, Diabetes, Cirrhosis, Yeast (test)
30.68AURCCART DFS
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CART DFSBudgeting=Averaged Across Budgets, Feature costs=Variable, Backbone=CART2025.08 | 30.68 | 23.08 | 66.41 | 34.1 | 33.92 | |
| DIMEBudgeting=Averaged Across Budgets, Feature costs=Variable2025.08 | 27.16 | 19.26 | 71.5 | 33.35 | 34.54 | |
| RL-MLP DFSBudgeting=Averaged Across Budgets, Feature costs=Variable, Backbone=MLP, Selection strategy=Reinforcement Learning2025.08 | 25.19 | 17.09 | 64.83 | 30.75 | 32.13 | |
| RL-ReMLP DFSBudgeting=Averaged Across Budgets, Feature costs=Variable, Backbone=ReMLP, Selection strategy=Reinforcement Learning2025.08 | 23.81 | 16.83 | 74.59 | 28.07 | 29.76 | |
| VIPBudgeting=Averaged Across Budgets, Feature costs=Variable2025.08 | 22.47 | 15.61 | 76.19 | 26.18 | 28.04 |