Churn Prediction Model

🚀 The Simple Churn Predictor is a Python-based web application that predicts customer churn for businesses. It allows users to input customer data and provides a prediction of whether a customer is likely to leave, helping companies make data-driven retention decisions.

Features

• Upload CSV with Tenure, Balance, Transactions, Complaints
• Logistic Regression model predicts churn (0 = Stay, 1 = Leave)
• Results displayed in a clean HTML table

How to Run

1. Clone the repo
2. Install requirements:

   pip install -r requirements.txt
   

3. Train model:

   python train_model.py
   

4. Run app:

   python app.py
   

5. Open browser at http://127.0.0.1:5000

Example Input

Tenure,Balance,Transactions,Complaints
12,5000,45,0
3,1000,10,2

Roadmap

• Add more ML models
• Add visualization (charts)
• Deploy on cloud
• API endpoint for predictions