README.md

metadata

title: Hotel Booking Cancellation Prediction API
emoji: 🏨
colorFrom: blue
colorTo: green
sdk: docker
pinned: false
license: mit

Hotel Booking Cancellation Prediction API

This is a FastAPI-based prediction service that estimates the probability of hotel booking cancellations.

Features

• POST /predict - Predict cancellation probability for a single booking
• GET /health - Health check endpoint
• GET / - API information

Example Usage

import requests

payload = {
    "lead_time": 30,
    "arrival_month": 7,
    "adults": 2,
    "children": 0,
    "adr": 120.0
}

response = requests.post("https://huggingface.co/spaces/j2damax/boking-cancelation-api/predict", json=payload)
print(response.json())

Model Information

The API uses a machine learning model trained on hotel booking data with features like:

• Lead time (days before arrival)
• Guest composition (adults, children)
• Pricing (average daily rate)
• Stay duration
• And more...

Check /docs for the interactive API documentation.