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  1. Feature-Engineering-Framework-For-Traffic-Accident-Prediction-using-XAI Feature-Engineering-Framework-For-Traffic-Accident-Prediction-using-XAI Public

    This project predicts traffic accident severity using the 2023 STATS19 dataset. It employs machine learning and LIME to not only forecast outcomes like 'Fatal' or 'Slight' but also to provide clear…

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  2. Fake-News-Detection Fake-News-Detection Public

    This project detects fake news using a dataset of over 72,000 articles. Various models are trained and achieve high accuracies around 89% to 97% respectively, which powers an interactive tool that …

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  3. Credit-Card-Fraud-Detection Credit-Card-Fraud-Detection Public

    This project detects credit card fraud using a Kaggle dataset of over 1.8 million transactions. To handle the highly imbalanced data, it uses SMOTE to balance fraudulent and legitimate transactions…

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