mdsajjadullah/fairxai-shap-eds-fraud-detection

🧠 FairXAI-FraudDetection 🚀 Overview An end-to-end Explainable AI pipeline for credit card fraud detection that goes beyond prediction performance to evaluate fairness in both model decisions and explanations. ⚠️ Problem Traditional fraud detection systems act as black boxes and measure fairness only at the prediction level (accuracy, F1).They fail to assess whether explanations are consistent across different customer groups. 💡… See the full description on the dataset page: https://huggingface.co/datasets/mdsajjadullah/fairxai-shap-eds-fraud-detection.