Credit Card
Benchmarks
TaskDatasetSOTA resultTrendResults
Credit Card (test)
79.9Macro F1 Score
40
Credit card Protected attribute: Sex (test)
82.36Accuracy
20
Credit card Protected attribute: Age (test)
80.78Accuracy
20
Credit card Sex
-0.058Statistical Parity
15
Credit card Age
-0.168Statistical Parity
10
Credit Card
94.8AUROC
9
Credit Card real-world (test)
82Accuracy
7
Credit Card
86.73F1 Score
6
Credit Card 0.17% (test)
10.2Type-II Error (Type-I=0.01)
6
Credit Card rho = 0.17% (test)
98.03AUC-ROC
6
Credit Card (test)
1.92Average Execution Time (ms)
6
Credit Card (test)
5Error Rate
5
Credit Card unlabeled (train)
0.989Recall
5
Credit Card (test)
8FDR (Original)
4
Credit Card unlabeled (train)
0.004Absolute Estimation Error
4
Credit Card
0.746AUC
3
Credit Card Rejected
7.56Average Explanation Size
3
Credit Card Classified
20.33Average Explanation Size
3
credit card
81.8Accuracy (Mean)
2