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Credit Scoring on Credit scoring (Protected attribute: Age)

99.82AccuracyOriginal
80.278485.351790.42595.4983Mar 5, 2026

Evaluation results

MethodLinks
OriginalClassifier=DT2026.0399.8298.920.07920.00010.02760.00810.027500.0138
OriginalClassifier=MLP2026.0399.7998.980.08140.00350.02910.0080.025600.0087
OriginalClassifier=LR2026.0399.5998.930.08090.00490.03210.00810.027200.0135
OriginalClassifier=kNN2026.0398.0991.080.08170.00680.08610.01550.07930.05480.0267
FairFinGAN-SPClassifier=LR2026.039450.40.00380.00330.01760.03260.01430.02210.0448
TabFairGanClassifier=LR2026.0393.9963.380.08060.02420.25030.05020.22610.17310.0451
FairFinGAN-SPClassifier=MLP2026.0393.4951.120.01240.01260.03910.03360.02650.09450.0751
FairFinGAN-SPClassifier=kNN2026.0393.4250.970.00690.00820.02370.03370.01540.01390.0292
TabFairGanClassifier=kNN2026.0393.162.040.06820.02450.18220.06230.15770.0550.0564
TabFairGanClassifier=MLP2026.0392.8563.980.10690.0580.25910.05470.20110.36320.075
FairFinGAN-EOdClassifier=LR2026.0391.7260.40.06290.03450.16140.05940.12690.21320.0657
FairFinGAN-EOdClassifier=kNN2026.0390.2958.740.04710.04120.11060.07650.06940.1130.0479
FairFinGAN-EOdClassifier=MLP2026.0390.2262.720.08880.06520.15450.06250.08930.35280.0747
CTGANClassifier=LR2026.0389.7380.830.07080.01750.09920.01850.08170.19210.0355
CTGANClassifier=MLP2026.0389.1777.340.05810.01990.10160.02570.08180.20290.0328
TabFairGanClassifier=DT2026.0388.6662.290.09510.05830.23340.06460.1751-0.18970.0733
FairFinGAN-SPClassifier=DT2026.0388.3454.250.05990.05650.15570.02960.09920.35570.0379
CTGANClassifier=DT2026.0387.1779.880.07960.03870.10620.02020.06750.2560.0368
FairFinGAN-EOdClassifier=DT2026.0386.663.70.09430.07250.14220.06260.06970.05230.0337
CTGANClassifier=kNN2026.0381.0358.90.0240.02090.08230.05390.0615-0.07850.0507