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Predictive modeling on German credit

81.25Accuracy (Acc)

CTGAN

Updated 1mo ago

Evaluation Results

Method	Links
CTGAN 2026.03		81.25	50	0	0	0	0.0234	0	0	0.0298
CTGAN 2026.03		78.51	50.22	0.0102	0.0122	0.0201	0.0252	0.0079	0.0238	0.0184
CTGAN 2026.03		77.84	50.17	0.0194	0.0199	0.037	0.024	0.0172	0.0858	0.0216
TabFairGan 2026.03		74.2	50.13	0.0013	0.0022	0.0147	0.0725	0.0125	-0.005	0.0907
FairFinGAN-SP 2026.03		73.46	50	0	0	0	0.0165	0	0	0.035
TabFairGan 2026.03		73	51.43	-0.027	0.0281	0.0559	0.0704	0.0278	-0.1697	0.0533
Original 2026.03		72.1	60.17	0.0453	0.0345	0.1831	0.0585	0.1486	-0.0999	0.0857
TabFairGan 2026.03		71.5	54.12	-0.0116	0.0245	0.1302	0.0553	0.1058	0.1195	0.093
Original 2026.03		68.7	63.07	0.0224	0.0626	0.1565	0.0576	0.0939	-0.3367	0.0776
CTGAN 2026.03		68.24	51.48	0.027	0.0269	0.0572	0.0235	0.0303	0.0007	0.011
FairFinGAN-SP 2026.03		67.61	49.76	-0.0018	0.013	0.0279	0.0173	0.0149	-0.0197	0.0209
FairFinGAN-EOd 2026.03		67	51.06	0.0083	0.0319	0.09	0.0637	0.0581	0.0529	0.0965
Original 2026.03		66.6	53.76	0.0004	0.0161	0.0312	0.0766	0.0151	-0.1756	0.0786
FairFinGAN-SP 2026.03		60.25	50.41	0.0112	0.016	0.0323	0.0162	0.0164	0.0052	0.004
FairFinGAN-EOd 2026.03		60.2	50.18	0.0077	0.0191	0.0963	0.052	0.0772	-0.0126	0.0828
TabFairGan 2026.03		60.1	50.11	-0.0524	0.0972	0.1782	0.0758	0.081	0.1844	0.0666
FairFinGAN-SP 2026.03		57.74	50.72	0.0413	0.0449	0.0758	0.0218	0.0309	0.5652	0.0285
FairFinGAN-EOd 2026.03		57.2	51.47	0.0002	0.0583	0.1825	0.0815	0.1242	-0.0229	0.0721
FairFinGAN-EOd 2026.03		55.7	51.07	-0.0167	0.021	0.0307	0.0541	0.0098	-12.2333	0.0878
Original 2026.03		48.3	49.74	-0.02	0.0215	0.0456	0.1651	0.0241	-1.9444	0.0867