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simulacrum

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ML pipeline predicting late-stage (Stage III/IV) cancer diagnosis on 1.17M+ Simulacrum v2.0 records. Logistic Regression, Random Forest, Gradient Boosting compared with SMOTE and class weight balancing. 88.6% recall, AUC 0.68, with SHAP interpretability. Personal exploratory analysis from NHSE work experience, not quality assured.

  • Updated May 10, 2026
  • Jupyter Notebook

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