Netflix_Customer_Churn_Prediction

Netflix Customer Churn Prediction

Overview

This project predicts whether a customer will churn using Machine Learning models.

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Models Used

• Logistic Regression
• K-Nearest Neighbors (KNN)

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Project Structure

Netflix-Customer-Churn-Prediction/ │ ├── data/ ├── notebooks/ ├── src/ ├── models/ ├── images/ ├── requirements.txt ├── README.md └── main.py

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Workflow

1. Data Cleaning
2. Encoding (One Hot Encoding)
3. Feature Scaling
4. Model Training
5. Model Evaluation

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Results

• Logistic Regression Accuracy: 89.2%
• KNN Accuracy: 73.5%

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How to Run

pip install -r requirements.txt
python main.py