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Omar Shakir

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Open access Sep 2026

Enhancing Telecom Customer Churn Prediction Using Voting Ensemble Learning with SMOTE and ADASYN

Customer churn prediction is an important task in the telecommunications sector, particularly when class imbalance affects the ability of machine learning models to identify churned customers. This study evaluates the performance of several machine learning algorithms using the Telco Customer Churn dataset, which conta...

Omar Shakir · 0 citations

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