Classification on Credit Dataset (test) benchmark leaderboard · SOTA2 Research

Classification on Credit Dataset (test)

0.45DDUniform Subsampling

Evaluation Results

Method	Links
Uniform Subsampling2023.11		0.45	0.89	0.46
Ind. Fair. Cor.2023.11		0.07	0.66	0.35
K-Median Cor.2023.11		0.07	0.69	0.31
K-Medoids2023.11		0.05	0.6	0.4
Fairlet (K-Medoids)2023.11		0.04	0.57	0.43
FWC2023.11		0.03	0.67	0.33
FWC2023.11		0.03	0.66	0.34
FWC2023.11		0.02	0.64	0.36
Fairlet (K-Means)2023.11		0.01	0.65	0.35
K-Means2023.11		0	0.51	0.49