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yalchinalasgar / ML-Imbalanced-Churn-Prediction-Telecom-Company

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In this project, I developed a **binary classification model** to analyze clients’ past behavior and contract termination data to predict whether a customer is likely to leave the company.

data-science machine-learning numpy eda pandas class-imbalance roc-curve binary-classification churn-prediction imbalanced-data model-evaluation phyton random-forest-classifier roc-auc gridsearchcv xgboost-classifier lightgbm-classifier balanced-accuracy-scores model-preparation
  • Updated Apr 3, 2026
  • Jupyter Notebook

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