Downloads · 30 days
0
Hotel_Booking_Cancellation_Prediction_Model
amirsoahil101/Hotel_Booking_Cancellation_Prediction_Model
Hotel_Booking_Cancellation_Prediction_Model is a tabular classification model from amirsoahil101. Use it for the tabular classification task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
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 anti…
Access
Public
Updated Jul 11, 2026
Repo size
211 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.pkl211 MB · 100%
At a glance
- Task
- Tabular Classification
- License
- mit
- Access
- Public
- Created
- Jul 11, 2026
- Updated
- Jul 11, 2026
- SHA
- f1542823
Datasets
Model card
From the Hugging Face model README
🏨 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
- Task
- Tabular Classification
- License
- mit
- Created
- Jul 11, 2026
- Updated
- Jul 11, 2026