ResearchBenchmarksStrategic Classification Synthetic Dataset Negative Correlation Off-diagonal Cost TotalStrategic Classification Synthetic Dataset Negative Correlation Off-diagonal Cost TotalFollow40.440-1 LossDD39.373246.574153.77560.9759Jun 29, 2026Evaluation resultsMethodMethodLinks0-1 LossTotal ManipulationsQualified ManipulationsUnqualified ManipulationsDDClassifier Type=Decisi...Classifier Type=Decision-Dependent (DD)2026.0640.4435.7211.4224.27DIClassifier Type=Decisi...Classifier Type=Decision-Independent (DI)2026.0667.1160.8913.2147.54