Strategic Classification on Synthetic Strategic Classification Dataset Positive Correlation
16.05Loss (0-1)Decision-Dependent (DD) classifier
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Decision-Dependent (DD) classifierStage=Second-stage2026.06 | 16.05 | 10.44 | 0.35 | 10.07 | |
| Decision-Independent (DI) classifierStage=First-stage2026.06 | 25.4 | 32.68 | 11.2 | 21.36 | |
| Decision-Dependent (DD) classifierStage=First-stage2026.06 | 28.04 | 39.72 | 20.68 | 19.04 | |
| Decision-Independent (DI) classifierStage=Second-stage2026.06 | 35.15 | 28.62 | 2.94 | 25.67 | |
| Decision-Dependent (DD) classifierStage=Total2026.06 | 44.09 | 50.16 | 21.03 | 29.11 | |
| Decision-Independent (DI) classifierStage=Total2026.06 | 60.55 | 61.3 | 14.14 | 47.03 |