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pr-auc

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saad-sharif / Credit-Risk-Dataset

Analysis into a credit risk dataset and application of several supervised learning models to predict the binary variable on default status

random-forest cross-validation supervised-learning classification logistic-regression confusion-matrix support-vector-machines linear-svm credit-risk roc-auc-curve pr-auc

Updated Feb 21, 2026
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gunjitsinha / machine-failure-prediction

Three classification models trained to predict failures of machines on the production line.

random-forest scikit-learn classification lightgbm logistic-regression f1-score recall-precision stratified-cross-validation standard-scaler pr-auc

Updated Feb 26, 2026
Jupyter Notebook

amiripar / tabular-imbalance-benchmark

End-to-end ML pipeline for imbalanced tabular data using Neural Networks and LightGBM with PR-AUC optimization, calibration, and stacking.

data-science machine-learning deep-learning tensorflow tabular-data classification lightgbm imbalanced-data fraud-detection pr-auc

Updated Feb 19, 2026
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