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customer-survival-analysis

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archd3sai / Customer-Survival-Analysis-and-Churn-Prediction

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In this project, I have utilized survival analysis models to see how the likelihood of the customer churn changes over time and to calculate customer LTV. I have also implemented the Random Forest model to predict if a customer is going to churn and deployed a model using the flask web app.

random-forest hazard flask-application data-analysis survival-analysis partial-dependence-plot explainable-ai customer-churn-prediction shap-values customer-survival-analysis
  • Updated Sep 30, 2022
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