🏨 Hotel Booking Cancellation Prediction Model (with Interactive UI)
This repository contains a trained Machine Learning model designed to predict hotel booking cancellations. By analyzing historical booking data, customer behavior, and reservation details, this model helps hotels anticipate canc ellations, optimize room occupancy, and manage revenue more effectively.
✨ Interactive UI Included: This repository features a fully functional user interface (app.py) allowing users to input booking details and get real-time predictions instantly.
🖥️ Interactive Web Interface (UI)
The repository includes an app.py file that spins up a clean, user-friendly UI. You can run this web application locally to test the model dynamically with different customer scenarios.
How to Run the UI Locally:
- Clone the repository and install the dependencies.
- Run the application using the following command in your terminal:
streamlit run app.py