This application uses Machine Learning to predict whether a customer will leave a service (churn). The app is developed with Python and Streamlit, providing an interactive and user-friendly interface to make predictions based on provided data.
Use the sidebar to input customer data.
Click the "Predict" button to get the result.
Check the "Historical Predictions" section to analyze past predictions.
app.py: Main code for the Streamlit application.
utils.py: Helper functions, including data transformation.
data/: Contains necessary data files such as schema.json and historical_data.csv.
models/: Contains pretrained models (xg.pkl and encoder.pkl).
requirements.txt: List of dependencies required to run the application.
Contributions are welcome. If you have ideas to improve this application, please open an issue or create a pull request.
This project is licensed under the MIT License. See the LICENSE file for more details.