ResearchBenchmarksStrategic Classification on Synthetic Dataset Negative Correlation Off-diagonal Cost, First-stageStrategic Classification on Synthetic Dataset Negative Correlation Off-diagonal Cost, First-stageFollow24.440-1 LossDI24.363224.881625.425.9184Jun 29, 2026Evaluation resultsMethodMethodLinks0-1 LossManipulations CountQualified Manipulations CountUnqualified Manipulations CountDIClassifier Type=Decisi...Classifier Type=Decision-Independent (DI)2026.0624.4429.089.3219.64DDClassifier Type=Decisi...Classifier Type=Decision-Dependent (DD)2026.0626.3627.0810.9616.12