---
title: Tourism Package Prediction
emoji: 🧳
colorFrom: blue
colorTo: green
sdk: streamlit
sdk_version: "1.32.0"
app_file: app.py
pinned: false
---

# Tourism Package Prediction App

This Streamlit app predicts whether a customer will take a tourism package (`ProdTaken`)
using a trained Machine Learning model.

### Model
- **Model repo**: `VJBharathkumar/tourism-prod-prediction`
- Algorithm: Random Forest (scikit-learn)
- Includes preprocessing + model as a single pipeline

### Dataset
- **Dataset repo**: `VJBharathkumar/tourism-wellness`

### Features
The app collects customer details such as:
- Age
- Type of Contact
- City Tier
- Duration of Pitch
- Occupation
- Gender
- Monthly Income
- Travel history and preferences

### Output
- Prediction (`0` = will not take package, `1` = will take package)
- Probability score