ResearchBenchmarksBinary Classification on COMPAS (Standard and Fairness Metrics)Binary Classification on COMPAS (Standard and Fairness Metrics)Follow67.5AccuracyLR60.84462.57264.366.028Mar 22, 2026Evaluation resultsMethodMethodLinksAccuracyPrecisionRecallF1 ScoreSPD (Protected Group)EOD (Protected Group)AOD (Protected Group)SPDEODAODLR2026.0367.567.566.666.617.410.21517.419.80.2EG - SPConstraint=Statistical...Constraint=Statistical Parity2026.0367.567.566.666.64.91.42.30.77.30.1EG - EOConstraint=Equalized OddsConstraint=Equalized Odds2026.0366.966.966663.12.60.51.68.82.7GEG - CPConstraint=Conditional...Constraint=Conditional Parity2026.0361.169.557.8520.11.41.95.37.33.3