terazi - AI Fairness for Doubly Imbalanced Data


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CCF

Credit Card Fraud dataset from Kaggle

Favourable label:

"non-fraud"

Unfavourable label:

"fraud"

Privileged group:

"female"

Unprivileged group:

"male"

Data statistics:



Demo

Show the pareto graph using with search depth:





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Optimization metrics
DI Ratio #
MCC #
Combined Loss #