datasets
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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.
💡 Contribution… See the full description on the dataset page: https://huggingface.co/datasets/mdsajjadullah/fairxai-shap-eds-fraud-detection.fraudDetectioninnv-luxury-fashion-dataset-fraud-detection
Dataset Card for innv-luxury-fashion-dataset-fraud-detection
This dataset contains a curated collection of images of Chanel products gathered from various online sources, irrespective of their legitimacy. The rights to these images should belong to the owners of the Chanel brand. Innovatiana does not claim any rights to these images. Innovatiana's role was to curate the images in a single dataset and classify them into product groups, making the dataset usable for AI developers… See the full description on the dataset page: https://huggingface.co/datasets/Innovatiana/innv-luxury-fashion-dataset-fraud-detection.fraudDetection