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library_name: xgboost pipeline_tag: tabular-classification tags: [xgboost, ecg, heart-failure, hfrEF, synthetic-data, mlops] license: other
ECG Heart Failure XGBoost
Educational XGBoost classifier predicting synthetic EF < 40% from engineered ECG and clinical features.
- Data: Synthetic only
- AUROC: ~0.895
- Purpose: Team 4 MLOps, registry, traceability and evaluation
- Clinical use: Not for clinical diagnosis or decision-making
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