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CSE424: Pattern Recognition · 2024

Enhancing Recession Prediction with XAI

Developed a stacking ensemble model that achieved 96% accuracy and 100% recall in forecasting U.S. recessions. Used SHAP to interpret the model and validate its economic logic.

SHAP analysis and recession prediction model results
[ STK ]

Stack

  • Python
  • Scikit-learn
  • XGBoost
  • SHAP