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Evaluation of Data to predict if a user would subscribe to a term deposit using NN, evaluated by SHAP

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Bank Marketing Classification with PyTorch & SHAP (Black Box Model)

A black box model which uses SHAP to evaluate the feature which contributed most to the predict whether a client will subscribe to a term deposit.

📌

  • PyTorch Neural Network
  • SHAP for Feature Importance
  • Data Preprocessing

🔧 Installation

pip install torch pandas shap scikit-learn

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Evaluation of Data to predict if a user would subscribe to a term deposit using NN, evaluated by SHAP

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